Beyond Hiring: Gabriel Hernández’s Impact at Mismo

Mismo thrives on the strength of its exceptional team. We provide top-tier remote software development teams that seamlessly integrate with companies worldwide, driving exceptional results. Many organizations have partnered with Mismo to augment their development capabilities and achieve their technology goals.

At the heart of these successful teams are the talented individuals who make Mismo what it is. We’re committed to celebrating our remarkable employees and their invaluable contributions to our company culture. Our employee spotlights showcase the genuine relationships we’ve forged with team members and clients, highlighting their dedication and the positive impact they have on our collaborative environment.

  • Tell us a little about yourself: Hi! I really enjoy connecting with people and bringing positive energy. I consider myself a curious person, so I’m always eager to learn new things. 
  • What initially attracted you to your job (what you currently do in the Ops Team) and how have you found inspiration in what you do? I would say it’s the opportunity to work closely with people and be part of something that’s constantly evolving. I appreciate that it isn’t just one repetitive task, but a dynamic environment where you need to think, adapt, and collaborate.
    What truly keeps me inspired is the impact you can have on someone’s life. Sometimes you don’t fully realize it, but a job change can completely transform a person’s situation—their growth, confidence, and even their personal life.
    What initially attracted me to recruitment was my background in psychology and my passion for helping people. I enjoyed supporting individuals with their mental health, and I saw recruitment as another way to make a positive impact by helping people find fulfilling opportunities while assisting companies in building strong teams. The opportunity to connect talented individuals with companies where they can thrive has been incredibly rewarding. Additionally, seeing the impact of my work on both candidates and organizations continues to inspire me to strive for excellence in what I do.

 

  • What innovation or achievement have you participated in that you consider to be a milestone in your professional career? One achievement I consider a major milestone in my career was improving how I approach finding and connecting with talent. Instead of simply following a traditional process, I began focusing on being more intentional with my outreach, gaining a deeper understanding of people, and building genuine connections.
    I also had the opportunity to work on a recruitment project in Japan that marked a pivotal moment in my career. Immersing myself in a new culture not only expanded my professional horizons but also deepened my passion for this work. Exploring the intricacies of Japanese business practices sparked a strong interest in cross-cultural learning and reinforced my belief in the transformative power of understanding and respecting diverse perspectives. This experience enriched my role as a recruiter, highlighting the importance of cultural sensitivity and adaptability in building successful connections between candidates and companies from different backgrounds.


  • What made you choose Mismo? The people and the environment. From the beginning, it felt like a place where you can truly be yourself while collaborating and growing at the same time.
    I also appreciate that it’s a fast-paced environment where you’re constantly learning and being challenged, while still feeling supported by the team. That balance has made a big difference for me. It doesn’t feel like just another job—it feels like a place where I can develop and genuinely enjoy the process.
    I was drawn to Mismo because of its nurturing culture, strong emphasis on mental well-being, impressive clientele, and supportive work environment. Here, employees are not just valued but celebrated; collaboration is not only encouraged but deeply ingrained. The diversity of clients also brings stimulating challenges. It’s a place where personal and professional growth naturally come together, making every day a rewarding experience. 
  • How would you describe the work environment at Mismo? A fast-paced environment where you’re constantly learning and being challenged, while still feeling supported by the team.
    At Mismo, the work environment is exceptional. The supportive atmosphere encourages collaboration and personal growth. The HR team goes above and beyond to ensure employee well-being, while strong leadership provides clear guidance and fosters a positive culture. Being part of such a dynamic team also pushes you to grow and continuously strive for excellence, making it an ideal place to flourish both personally and professionally. 
  • What learning and development opportunities have you had at Mismo and how have you utilized these opportunities to grow as a professional? I’ve had the opportunity to learn a great deal through hands-on experience and by working closely with different people across the team. Being in a fast-paced environment has pushed me to adapt quickly, improve my communication, and be more intentional in how I approach my work.
    I’ve also learned to embrace feedback and day-to-day challenges as opportunities for growth, rather than obstacles.
    At Mismo, I’ve been fortunate to benefit from coaching sessions with both my leader and colleagues, which have been instrumental in my professional development. These sessions have provided personalized guidance and feedback, helping me refine my skills, overcome challenges, and set achievable goals. Additionally, collaborating with colleagues through peer coaching has encouraged knowledge sharing and mutual support, fostering a culture of continuous learning and growth.


  • What aspects of working at Mismo’s Ops Team make you proud and motivate you in your daily tasks? What makes me feel proud is being part of a team that truly supports one another and works toward a common goal. It’s clear that people genuinely care about doing things well and creating a positive environment. What motivates me day to day is knowing that even the small things I do contribute to something bigger—whether it’s helping things run more smoothly or supporting others. Being surrounded by driven and positive people also pushes me to keep improving and bring my best every day.
    Our collaborative efforts, innovative mindset, and supportive leadership create an environment where every task becomes an opportunity to make a meaningful impact. Knowing that our work directly contributes to the success of the organization fills me with pride and inspires me to give my best effort each day.


  • How do you believe the company and engineering can positively impact the world, people’s lives, and make a difference in their respective industries? By continuing to focus on people, both internally and externally. When you create opportunities, support growth, and connect the right people with the right paths, you’re not just impacting a business—you’re impacting lives.
    As a recruitment company, Mismo has a unique opportunity to positively impact individuals’ lives while contributing to the success of companies. Through our work, we’re able to match talented individuals with opportunities that align with their skills, passions, and aspirations. By helping candidates find fulfilling roles, we empower them to pursue meaningful careers and achieve their professional goals, ultimately enhancing their quality of life.
    At the same time, our role in helping companies build their teams allows us to support organizations in achieving their objectives and driving innovation. By sourcing top talent and facilitating successful hires, we contribute to the growth and success of businesses, helping them thrive in their respective industries. 
  • What Mismo policies or practices have helped you improve your work-life balance? I appreciate special activities and team meetings on different occasions, as they help break the routine and create a more balanced and enjoyable environment. Along with that, there’s a general understanding that people have lives outside of work, which makes it easier to stay motivated and bring positive energy every day.
    One of the standout policies at Mismo that greatly supports my work-life balance is the company’s approach to accommodating holidays and time zones relevant to my country whenever possible. This policy acknowledges the diverse backgrounds and needs of employees, allowing me to better align my work schedule with important local holidays and time zone differences. 
  • What inspiring advice would you give to someone considering a career in Ops or looking to join a company like Mismo? Be open to learning and stay adaptable. Environments like this move fast, so having the right mindset and a willingness to grow makes a big difference.
    Also, don’t underestimate the value of being genuine and building real connections with people. Skills are important, but your attitude, energy, and how you collaborate with others can truly set you apart.
    Finally, trust the process. You won’t have everything figured out from the beginning, but if you stay consistent and open, you’ll find your way and create opportunities for yourself.
    Joining a company like Mismo presents a unique opportunity for both personal and professional growth. It offers a dynamic environment where each day brings new challenges and opportunities to innovate. The strong emphasis on collaboration fosters a supportive culture where teamwork is valued, and you’ll have the chance to work alongside talented colleagues who are passionate about making a difference. 
  • What tools or technologies do you use most frequently in your daily work at Mismo? I regularly use a variety of tools to stay organized, communicate effectively, and manage my daily tasks. I’ve also been incorporating AI tools into my work, particularly to improve efficiency, streamline certain processes, and refine how I approach different tasks.
    For me, these tools are about enhancing the way I work rather than replacing it. I still prioritize being intentional and thoughtful in everything I do, but leveraging technology allows me to be more productive and deliver stronger results.

 

When Intuition Meets Data: Using Analytics to Make Better Decisions

How data strengthens collaboration across teams

At Mismo, engineers, operations teams, and recruiters make decisions every day that impact delivery, growth, and long-term results. In this context, intuition is still important, but relying solely on it is no longer enough.

Every hiring decision, role change, resignation, project milestone, ticket resolution, or system deployment generates data that reflects how our teams actually work. Collecting this data is only the first step — what really matters is understanding it and using it intentionally to guide decisions across different clients and delivery models.

Because our teams operate with a high degree of autonomy and are constantly adapting to changing client needs, priorities, and technical challenges, decisions based mainly on assumptions can easily create misalignment. Clear and reliable data helps bring everyone back to the same page by creating a shared, data-driven perspective that complements intuition with real evidence and context.

When information is visible and easy to compare, recruiters, engineers, and leaders can work from the same understanding. This makes it easier to spot patterns, identify bottlenecks, and see how decisions affect hiring speed, delivery timelines, team stability, and overall results. It also surfaces insights that are often missed in day-to-day work — such as where candidates drop off in hiring processes, which roles take longer to fill, or when engagement begins to decline.

This is where people analytics comes in: it is often associated only with HR, but in reality it supports everyday decision-making across teams, especially in environments where delivery, timelines, and team continuity are critical. The process itself is not complex — data is collected, cleaned, analyzed, visualized, and shared — but its value depends on consistency, accuracy, and careful interpretation.

When data is incomplete or unreliable, decisions can be affected, leading to hiring mistakes, budget issues, or retention problems, particularly in multi-client environments with shifting priorities. This is why it is important to validate information, review multiple sources, and question anything that does not fully make sense.

With clearer visibility into how teams operate, engineers, recruiters, and leaders can ask better questions, align earlier, reduce friction, and make adjustments based on data rather than assumptions — while still preserving the autonomy needed to adapt to different clients and contexts.

When data starts telling the right story to the right people

Data only becomes useful when people can actually understand it. Raw numbers by themselves usually do not say much. What makes the difference is how that information is shared and explained, especially when insights are presented to managers or clients.

Telling a story with data does not mean showing everything that is available. In practice, it is more about choosing what is relevant and keeping the message simple. Clear visuals, short titles, and a logical order help people follow the information, understand why it matters, and decide what to do next. When data is structured this way, conversations tend to be more focused and productive.

This is especially noticeable when sharing results with managers or clients. Looking at trends over time, like hiring progress or delivery stability, helps move the conversation away from isolated situations and toward a broader view of what is happening. With that context, teams can talk about impact, risks, and next steps without focusing only on single data points.

Using data this way also helps build trust. When information is consistent, easy to follow, and clearly linked to real outcomes, managers and clients feel more confident about the decisions being made. In fast-moving environments, this clarity often makes the difference between simply reviewing data and actually acting on it.

Driving impact through People Analytics: from recruitment to workforce decisions

People analytics helps turn data into insights that support better decisions across the organization. In tech recruiting, reviewing the candidate funnel can highlight where talent is being lost and whether expectations match reality. Tracking time-to-hire makes delays easier to see and shows how they affect engineering teams. Looking at sourcing channels also helps identify which pipelines consistently bring strong candidates.

This kind of insight improves transparency and strengthens alignment between recruiters, hiring managers, and technical teams. It also helps create better conversations, focused on improvement instead of assigning blame.

Over time, it becomes clear that people analytics is not only useful for recruitment. Looking at engagement patterns can help teams spot retention risks earlier and take action before issues grow. DEI data can also bring visibility to potential biases in hiring, promotions, or compensation, helping teams have more honest conversations based on facts rather than assumptions.

Learning and development data makes it easier to see whether training initiatives are actually helping people grow and develop new skills and whether they stay motivated and connected to the organization. The same applies to performance and potential data, which often supports decisions around promotions, succession planning, and long-term talent development. Compensation data also plays an important role in maintaining fairness, staying competitive, and improving retention.

When this information is connected across recruitment, engagement, development, and workforce planning, decision-making becomes clearer. Teams collaborate more easily, processes improve gradually, and goals feel more shared. Instead of relying on assumptions, decisions are guided by data that supports real action and meaningful impact.

Analytics as a personal skill: using data to reflect and improve

Analytics is not only something used by teams or leaders. It can also be helpful at an individual level, especially when trying to better understand how you work and where your time and energy go. Looking at patterns over time can highlight small changes that actually make a difference, show where assumptions influence decisions, and point out opportunities to improve everyday processes.

For me, the most important part is using data as a way to reflect, not to judge yourself or compare yourself with others. Simple things like how long it takes to solve issues, how quickly you respond to internal or client requests, or how much time is saved by automating repetitive tasks already say a lot. Feedback also plays a big role here, especially when you take the time to reflect on it and turn it into small improvements.

Treating analytics as a personal skill helped me focus on continuous improvement rather than perfection. Improving day-to-day performance has a direct impact on clients, and better client experiences often lead to more motivated teams. Over time, this creates a healthier cycle of learning, improvement, and shared results.

Bibliography

  • HRissan. (2025). People Analytics Diploma [Online training program]. HRissan.

Written by:

María Luján Ciommo
IT Recruiter
Country: Argentina

Argentinian Talent in Action: How Federico Lemaire Drives High-Impact Frontend Solutions at Mismo

Mismo thrives on the strength of its exceptional team. We provide top-tier remote software development teams that seamlessly integrate with companies worldwide, driving exceptional results. Many organizations have partnered with Mismo to augment their development capabilities and achieve their technology goals.

At the heart of these successful teams are the talented individuals who make Mismo what it is. We’re committed to celebrating our remarkable employees and their invaluable contributions to our company culture. Our employee spotlights showcase the genuine relationships we’ve forged with team members and clients, highlighting their dedication and the positive impact they have on our collaborative environment.

Meet: Federido Lemaire

Front-End Developer

Country: Argentina

  • Tell us a little about yourself: Hi! My name is Federico Lemaire, but everyone calls me Fede. I’m a software developer from Buenos Aires, Argentina, with experience building modern web applications using React, Next.js, TypeScript, and Redux.
    Over the past few years, I’ve worked on complex platforms where performance, scalability, and user experience have been key. I enjoy solving problems, improving processes, and collaborating with cross-functional teams to deliver high-quality products.
    I value clear communication, ownership, and continuous learning. I’m always looking for better ways to build clean, efficient solutions that create meaningful impact for both users and the business.
    Outside of work, I enjoy cycling, exploring technology, and spending time with friends and family.
    I’m excited about the opportunity to contribute, grow professionally, and be part of meaningful and challenging projects.
  • What initially attracted you to engineering and how have you found inspiration in this career? What initially attracted me to engineering was the combination of creativity and problem-solving. I’ve always been curious about how things work, and engineering gave me a way to turn that curiosity into practical solutions people can actually use.
    As I progressed in my career, I found inspiration in the impact technology can have on everyday life. Building tools that improve processes, save time, or simplify complex tasks is incredibly rewarding. I especially enjoy working on products where performance, scalability, and user experience truly matter.
    I’m also inspired by collaboration. Working with talented people from different disciplines challenges me to think differently and continuously improve my skills. The constant evolution of technology keeps the field exciting and motivates me to keep learning. For me, engineering is not just about writing code—it’s about solving meaningful problems and creating solutions that make a real difference.
  • What innovation or technical advancement have you been a part of that you consider to have made a milestone in your engineering field? One milestone I’m especially proud of was contributing to the development and modernization of a complex task management and assignment platform used to coordinate large-scale field operations.
    The system initially faced performance bottlenecks, limited scalability, and inefficient workflows that impacted daily operations. I played a key role in redesigning critical parts of the frontend architecture, improving state management, optimizing data flows between the client and backend services, and enhancing the overall user experience.
    One of the most impactful improvements was restructuring how large datasets were processed and visualized. This significantly reduced load times and made task planning more efficient for operators. These changes helped the platform scale more reliably and improved operational efficiency for teams using it every day.
    Being part of this transformation showed me how thoughtful engineering decisions can directly influence business performance and user productivity. It reinforced my interest in building scalable systems that solve real operational challenges.

  • What made you choose Mismo? What led me to choose Mismo was the opportunity to work on challenging international projects while being part of a team that truly values engineering quality and professional growth.
    From the beginning, I was drawn to Mismo’s culture of ownership, collaboration, and technical excellence. The company’s focus on building high-impact solutions for global clients aligned perfectly with my desire to work on meaningful products that require both strong technical skills and teamwork.
    I also value how Mismo supports continuous learning and encourages engineers to take initiative and grow in their careers. Being part of a company that combines professionalism with a supportive, people-first environment was a key factor in my decision.
    For me, Mismo represents a place where I can continue evolving as an engineer while contributing to projects that make a real difference.
  • How would you describe the work environment at Mismo? I would describe the work environment at Mismo as collaborative, supportive, and professional. There is a strong culture of teamwork, where people are always willing to help, share knowledge, and work together to solve challenges.
    Communication is clear and respectful, making it easy to coordinate across different teams and projects. At the same time, there is a strong sense of ownership and responsibility, with everyone trusted to manage their tasks and contribute proactively.
    I also value the balance between professionalism and a friendly atmosphere. It creates a comfortable environment where you can stay focused, grow as an engineer, and feel supported by both peers and leadership.
  • What learning and development opportunities have you had at Mismo and how have you utilized these opportunities to grow as a professional? At Mismo, I’ve had the opportunity to continuously grow through hands-on experience in complex international projects, collaboration with senior engineers, and exposure to modern technologies and best practices.
    Working on challenging products has allowed me to strengthen my technical skills, particularly in frontend architecture, state management, performance optimization, and scalable application design. I’ve also improved my ability to collaborate with cross-functional teams, communicate effectively with stakeholders, and take ownership of key features from design to deployment.
    In addition, being part of a high-standard, professional engineering environment has helped me adopt better development practices, write cleaner and more maintainable code, and approach problems with a more strategic mindset.
    I’ve taken full advantage of these opportunities by actively seeking feedback, learning from experienced teammates, and continuously looking for ways to improve both technically and professionally.
  • What aspects of working at Mismo’s engineering team make you proud and motivate you in your daily tasks? What makes me most proud of being part of Mismo’s engineering team is the strong commitment to quality and the collaborative mindset shared across the team. Everyone takes ownership of their work, with a genuine focus on delivering reliable, scalable, and well-designed solutions.
    I’m also motivated by the level of talent and professionalism within the team. Working alongside skilled engineers who are always willing to share knowledge creates an environment where continuous learning feels natural and ongoing.
    Another aspect I value is the trust and autonomy we are given. This empowers me to take initiative, propose improvements, and approach challenges with a problem-solving mindset rather than simply executing tasks.
    Being part of a team that values both technical excellence and collaboration motivates me every day to keep improving and contribute meaningfully to each project.
  • How do you believe the company and engineering can positively impact the world, people’s lives, and make a difference in their respective industries? Well-designed digital products can transform how industries operate by making processes more efficient, reducing errors, and enabling organizations to focus on what truly matters: delivering value to people. Engineering plays a key role in building scalable, reliable systems that support these improvements at a global level.
    Beyond efficiency, technology can also empower individuals. Whether through better access to services, clearer information, or more intuitive tools, thoughtful engineering helps reduce complexity and makes innovation accessible to a wider audience.
    Being part of teams that prioritize quality, responsibility, and user-centered solutions means contributing to products that not only solve technical challenges but also create meaningful and lasting impact within their industries.

  • What Mismo policies or practices have helped you improve your work-life balance? Mismo’s flexible work policies have been key to improving my work-life balance. The trust-based approach and focus on results, rather than rigid schedules, allow me to organize my workday efficiently while maintaining personal commitments.
    The flexibility of remote work has also made a significant difference, helping me reduce commuting time and better manage my daily routine. It enables me to stay productive while dedicating time to rest, family, and personal activities.
    Additionally, the team’s supportive culture and clear communication help prevent unnecessary stress, making it easier to plan work effectively and maintain a healthy balance between professional responsibilities and personal life.
    Overall, Mismo fosters an environment where productivity and well-being go hand in hand.

  • What inspiring advice would you give to someone considering a career in engineering or looking to join a company like Mismo? My advice would be to stay curious and never stop learning. Engineering is a constantly evolving field, and the willingness to adapt and grow is one of the most valuable skills you can develop.
    Focus on building strong problem-solving abilities rather than just learning tools or technologies. Technologies change, but the ability to think critically and design effective solutions will always set you apart.
    I would also encourage seeking environments that challenge you and surrounding yourself with talented, collaborative people. Working within a team where knowledge is shared and ownership is encouraged accelerates both professional and personal growth.
    Finally, remember that engineering is not only about writing code—it’s about creating solutions that make people’s lives easier and businesses more efficient. Keeping that purpose in mind makes the career far more meaningful and rewarding.

  • What tools or technologies do you use most frequently in your daily work as an engineer at Mismo? In my daily work, I primarily use modern frontend technologies such as React and TypeScript to build scalable, maintainable user interfaces, along with state management solutions to handle complex data flows.
    I also rely on tools like Git for version control and collaborative development, as well as platforms such as Jira and Confluence for task management, documentation, and team coordination.
    For API integration and testing, I use tools like Postman and browser developer tools to debug and optimize data exchanges between frontend and backend services.
    Additionally, I work in agile environments, following continuous integration workflows, code reviews, and collaborative development practices to ensure high-quality, reliable software delivery.

How to Hire Great Engineers in the Age of LLMs

A practical playbook for modern engineering leaders

Not long ago, hiring an engineer was relatively predictable.

You gave candidates a take-home project.
You reviewed their repository.
You looked for clean architecture, thoughtful test coverage, and signs that they could work independently.

That process worked because writing production-quality code required time, repetition, and experience. The output itself was the signal.

Today, that signal is broken.

A well-prompted AI agent can complete what used to be a two-week take-home assignment in minutes. Boilerplate is instant. Scaffolding is automatic. Even complex integrations can be generated on demand.

So the hiring question has fundamentally changed.

It is no longer:

“Can this person write good code?”

It is now:

“Can this person think clearly, make good decisions, and deliver real outcomes in an AI-native environment?”

That shift is forcing every CTO, VP of Engineering, and founder to redesign how they evaluate talent.

The Big Shift: Code Output Is No Longer the Primary Signal

In the pre-LLM world, reviewing code told you almost everything you needed to know. The structure of a project reflected how someone thought. The way they handled edge cases showed their experience. Their test strategy revealed their maturity.

Now two candidates can submit nearly identical solutions.

One deeply understands the system they built.
The other simply accepted what an AI generated.

If you evaluate only the output, you cannot tell the difference.

That is why the strongest engineering organizations have moved their interviews away from static artifacts and toward dynamic observation. They are no longer trying to measure how fast someone types or how much syntax they remember. They are trying to understand how someone:

  • breaks down an ambiguous problem
  • collaborates with AI tools
  • validates correctness
  • makes trade-offs under time pressure
  • communicates their reasoning

In other words, the process has become more important than the product.

What High-Performing Hiring Processes Look Like Now

Live, progressive build sessions reveal real capability

One of the most effective modern interview formats is a short live session that begins with a deceptively simple task and gradually introduces real-world complexity.

At first, the problem is trivial. A strong candidate can solve it in one prompt.

But then new constraints appear:

  • performance requirements
  • data consistency issues
  • integration challenges
  • evolving product needs

This forces candidates to move beyond generation into engineering.

In this environment, you are not judging whether they “get to the final answer.” You are watching how they:

  • decide what to build first
  • use AI to accelerate without losing control
  • recover when something breaks
  • explain their own code

That is exactly what the job requires.

AI-integrated architecture interviews test real job readiness

Traditional system design interviews often test theoretical knowledge. Modern teams are replacing them with practical discussions that center on building features that actually use LLMs.

Instead of asking someone to “design a scalable chat app,” leading companies are asking:

“How would you design a document processing workflow that uses an LLM to extract structured data?”

This immediately reveals whether a candidate understands:

  • how LLMs behave in production
  • how to manage latency and cost
  • when to use structured outputs
  • how to evaluate reliability
  • how to design fallbacks

It also shows how they handle feedback. In real engineering environments, ideas are challenged constantly. The ability to defend, adapt, and refine a plan is far more valuable than reciting patterns.

AI interaction transcripts show how engineers actually think

One of the most interesting new evaluation tools is asking candidates to submit their AI session history along with their code.

This shifts the focus from:

“What did you build?”
to
“How did you build it?”

When you read a transcript, you can see:

  • whether they decompose problems into logical steps
  • how specific and intentional their prompts are
  • how quickly they detect incorrect output
  • whether they blindly accept or actively shape results

Two repositories can look identical.
Two thought processes rarely are.

This has become one of the highest-signal evaluation methods in AI-native teams.

Real work trials still work, but the success metrics have changed

Paid work trials remain the most reliable predictor of success because they simulate the real environment: your codebase, your communication style, your product constraints.

However, what you measure during that trial is different now.

You are not counting lines of code. You are observing:

  • how quickly someone produces production-quality pull requests
  • whether they follow your existing patterns without being told
  • the quality of the questions they ask
  • their ability to operate autonomously in an async team
  • how clearly they communicate progress and blockers

This is particularly important for distributed teams, where delivery speed and clarity matter more than interview performance.

The Skills That Matter Most in AI-Native Engineers

Fundamentals still determine who actually benefits from AI

There is a misconception that AI reduces the need for strong engineering foundations.

In reality, it magnifies the difference.

Strong engineers use AI to move faster because they know what “correct” looks like. They can detect subtle bugs, challenge inefficient solutions, and refactor generated code into something production-ready.

Weak engineers become dependent on AI without understanding what it produces. They generate more code, but deliver less value.

The simplest way to test this is to ask a candidate to walk through their own implementation line by line. If they truly understand it, their explanations will be precise and confident. If they do not, the gaps appear immediately.

Tooling fluency is the new productivity multiplier

Great engineers have always cared deeply about their tools. That has not changed. What has changed is how visible this is.

You can now observe:

  • how they structure prompts
  • how they iterate on outputs
  • how they combine multiple tools
  • how they validate results

The best candidates are intentional. They do not treat AI as magic. They treat it as a system they control.

This translates directly into day-to-day productivity.

Builder energy is the fastest screening filter

In a 30-minute conversation, one question eliminates the majority of candidates:

“What have you built recently using AI in a real environment?”

People who are excited about their craft will have an immediate, detailed answer. They will talk about trade-offs, failures, iterations, and learnings.

People who are not will speak in generalities.

In a market where resumes are increasingly similar, genuine builder behavior is one of the strongest differentiators.

Why You Should Not Ban AI in Interviews

Some organizations respond to this shift by trying to remove AI from the interview process.

This is a mistake.

That approach evaluates a world that no longer exists.

Your engineers will use AI every day on the job. The goal of the interview is not to test whether they can work without it. The goal is to test whether they can use it intelligently.

The future belongs to engineers who produce better outcomes because of AI, not in spite of it.

What This Means for Global Hiring and LATAM Teams

As AI reduces the importance of manual coding speed, the global talent pool becomes dramatically more competitive.

Time zone alignment, communication skills, ownership mentality, and delivery consistency now matter more than ever.

This is one of the reasons companies hiring in Latin America are seeing outsized results.

Engineers in the region are often:

  • deeply experienced in remote collaboration
  • comfortable working in async environments
  • focused on shipping real product rather than optimizing for interview performance

When your hiring process evaluates thinking, execution, and real-world delivery, these strengths become obvious.

A Modern AI-Native Hiring Framework

A hiring process that consistently produces high-quality outcomes typically includes:

A short builder screen that looks for real projects and depth of explanation.
A system design discussion centered on an actual LLM-powered feature.
A live build session where AI is allowed and the workflow is observed.
A paid work trial that measures real delivery inside your environment.

This structure aligns the interview with the job itself, which is the most reliable way to make strong hiring decisions.

Your Hiring Process Is Now Your Competitive Advantage

Every company has access to the same models.

Every engineer has access to the same tools.

The differentiator is no longer the technology.

It is your ability to identify and attract the people who use that technology best.

Organizations that redesign their hiring around thinking, tool fluency, and real delivery will consistently hire from the top tier of global talent.

Those that continue to evaluate for a pre-AI world will struggle, no matter how strong their brand is.

How Mismo Helps Companies Hire AI-Ready Engineers

At Mismo, we help companies hire engineers in Latin America who are already operating in this new reality.

They are not just strong coders. They are:

  • fluent in modern AI workflows
  • experienced in real-time collaboration with US teams
  • focused on shipping production outcomes

If you are rethinking your hiring strategy for the LLM era, we can help you design a process that identifies the right talent and integrates them quickly into your team.

Jefty Rivera: Front-End Innovation to Visualize Success and Drive Growth

Mismo thrives on the strength of its exceptional team. We provide top-tier remote software development teams that seamlessly integrate with companies worldwide, driving exceptional results. Many organizations have partnered with Mismo to augment their development capabilities and achieve their technology goals.

At the heart of these successful teams are the talented individuals who make Mismo what it is. We’re committed to celebrating our remarkable employees and their invaluable contributions to our company culture. Our employee spotlights showcase the genuine relationships we’ve forged with team members and clients, highlighting their dedication and the positive impact they have on our collaborative environment.

Meet: Jefty Rivera

Front-End Developer

Country: Honduras

  • Tell us a little about yourself: I’m currently working as a Front-End Developer. Over the past four years, I’ve gained experience working in a full-stack environment.
  • What initially attracted you to engineering and how have you found inspiration in this career? I’ve loved technology and solving problems since I was a child.
  • What innovation or technical advancement have you been a part of that you consider to have made a milestone in your engineering field? New features that will provide educators with new ways to visualize their success and improve their performance in schools.
  • What made you choose Mismo? I feel valued and appreciated at Mismo.
  • How would you describe the work environment at Mismo? Pleasant—like home.
  • What learning and development opportunities have you had at Mismo and how have you utilized these opportunities to grow as a professional? Different programming languages on the client side, as well as the various tools used in development.
  • What aspects of working at Mismo’s engineering team make you proud and motivate you in your daily tasks? Mismo works closely with its clients, and seeing our work directly improve their operations, drive growth, or enhance user experiences is incredibly motivating.
  • How do you believe the company and engineering can positively impact the world, people’s lives, and make a difference in their respective industries? By solving real problems with technology that empowers people and businesses. Technology is most impactful when it reduces friction and unlocks opportunity.
  • What Mismo policies or practices have helped you improve your work-life balance? Being fully remote. A flexible, human-centric culture. A supportive community and strong opportunities for professional growth.
  • What inspiring advice would you give to someone considering a career in engineering or looking to join a company like Mismo? Build a strong foundation, and you’ll be able to adapt to anything the industry throws your way.
  • What tools or technologies do you use most frequently in your daily work as an engineer at Mismo?
    Visual Studio Code, JavaScript, Vue, PostgreSQL, and Ruby on Rails.

Daniela Zito: Shaping Futures in LATAM Nearshore Tech

Mismo thrives on the strength of its exceptional team. We provide top-tier remote software development teams that seamlessly integrate with companies worldwide, driving exceptional results. Many organizations have partnered with Mismo to augment their development capabilities and achieve their technology goals.

At the heart of these successful teams are the talented individuals who make Mismo what it is. We’re committed to celebrating our remarkable employees and their invaluable contributions to our company culture. Our employee spotlights showcase the genuine relationships we’ve forged with team members and clients, highlighting their dedication and the positive impact they have on our collaborative environment.

Meet: Daniela Zito

Technical Sourcer

Country: Colombia

 

My name is Daniela. I am 28 years old, and I am Colombian and Italian. I have a twin sister, and I love my family—they mean everything to me. I moved to Italy, and I truly feel it has been a unique opportunity that has helped me grow significantly, both personally and professionally. I love ajiaco and spending time with the people I care about, but I also really enjoy sleeping and watching movies. I absolutely love dogs, and one of my biggest motivations in life is being able to help others. 

  • What initially attracted you to engineering and how have you found inspiration in this career? Although I am not an engineer, I work closely with the engineering and IT world as an IT Recruiter. What initially attracted me to this field was the opportunity to connect talented people with roles where they can truly grow and feel valued. I have always been passionate about Human Resources, and I love being able to help individuals find a workplace where they feel motivated, supported, and happy.
    I strongly believe that when people work in a company with a healthy environment and a strong organizational culture, they achieve better results and also experience greater stability and well-being in their personal lives. That belief inspires me every day in my career and motivates me to keep making a positive impact through my work.
  • What innovation or technical advancement have you been a part of that you consider to have made a milestone in your engineering field? One milestone I consider important in my field is contributing to more human-centered and data-driven recruitment processes. I have been involved in using modern recruitment tools and platforms to identify talent more efficiently, reduce bias, and improve the candidate experience.
    By working closely with engineering teams, I have helped bridge the gap between technical needs and human potential, ensuring that companies hire not only based on technical skills, but also on cultural fit and long-term growth. I believe this approach has a meaningful impact, as building strong, motivated teams is essential for successful and sustainable engineering outcomes.
  • What made you choose Mismo? What made me choose Mismo was, above all, the incredible team of people behind it. Beyond the benefits, Mismo truly values and understands us as human beings. From the very beginning, they have made me feel supported, heard, and part of a family rather than just an employee.
    Knowing that I am not alone, and that even during challenging moments—both personal and professional—I can always count on the team, has made a huge difference for me. Mismo believes in its people, and that trust and sense of belonging are what motivate me to continue growing and giving my best every day.
  • How would you describe the work environment at Mismo? The work environment at Mismo is supportive, warm, and genuinely human. It is a place where people are valued not only for their work, but also for who they are as individuals. There is a strong sense of teamwork, trust, and belonging, which makes everyone feel like part of a family.
    Mismo fosters an environment where open communication, empathy, and understanding are truly present.
  • What learning and development opportunities have you had at Mismo and how have you utilized these opportunities to grow as a professional? At Mismo, I have had the opportunity to grow primarily through hands-on experience, collaboration with different teams, and continuous learning in a dynamic environment. Working closely with diverse stakeholders has allowed me to strengthen my communication skills, adaptability, and understanding of the IT and recruitment landscape.
    I have taken advantage of feedback, daily challenges, and exposure to different processes to continue improving my professional skills and to become more resilient, organized, and proactive in my role.
  • What is your personal vision of a future where gender equity is a reality in all organizations, including Mismo? My personal vision of a future with true gender equity is one where opportunities, recognition, and growth are based solely on talent, performance, and values—never on gender. In this future, women feel safe, supported, and confident to express themselves, grow professionally, and aspire to leadership roles without barriers or bias.
    At Mismo, I envision a continued commitment to fostering these values, ensuring that everyone has equal access to development opportunities and feels empowered to reach their full potential.
  • What aspects of working at Mismo’s engineering team make you proud and motivate you in your daily tasks? What makes me most proud of working alongside Mismo’s engineering team is the human quality behind the technical excellence. The team is not only highly skilled, but also collaborative, respectful, and open to working together toward shared goals. As an IT Recruiter, it motivates me to know that I am helping build teams where people feel supported, valued, and empowered to do their best work.
    Knowing that my work contributes to connecting talented individuals with a team that truly cares about its people is what keeps me motivated and proud to be part of Mismo.
  • How do you believe the company and engineering can positively impact the world, people’s lives, and make a difference in their respective industries?  I believe the company and its engineering teams can make a positive impact by building technology with purpose, improving efficiency, and creating solutions that truly benefit people’s lives. By fostering a strong, human-centered culture, Mismo can continue to drive innovation while setting an example of how companies can succeed by valuing both technical excellence and people.
  • What Mismo policies or practices have helped you improve your work-life balance? Mismo has helped me improve my work-life balance by respecting working hours and promoting healthy boundaries. The company encourages efficiency during the workday and does not promote overtime, which allows employees to disconnect and rest properly. Additionally, the benefits and recognition practices make you feel valued, which contributes to a more balanced and sustainable work experience.
  • What inspiring advice would you give to someone considering a career in engineering or looking to join a company like Mismo? Choose a path and a company that not only challenges you technically, but also values you as a person. Look for environments where learning, collaboration, and a healthy culture are just as important as results, because that’s where real growth happens.
  • What tools or technologies do you use most frequently in your daily work at Mismo? In my role as an IT Recruiter, I mainly use LinkedIn Recruiter and LinkedIn to source and connect with talent, as well as Mismo’s internal platform and databases. I also work frequently with the client database, which supports our recruiting process and helps ensure alignment with client needs.

 

Technical Autonomy Is Not Freedom: It’s Structured Responsibility

Most engineers have, at some point, heard the promise of “total autonomy”—that appealing idea of making decisions without friction, bureaucracy, or endless approval layers, as if technical freedom were the ultimate destination of every software engineering career.

In remote and distributed teams, especially within the software development ecosystem in Latin America, that promise often blends with professional pride, access to global projects, and the feeling that world-class technology is being built from LATAM.

Yet over time, a question emerges that many developers rarely voice out loud: is what we call autonomy truly technical empowerment, or is it simply being left alone to make critical decisions without context, without support, and without a clear structure to sustain their impact?

Software Development as Professional Identity, Not Just Execution

Software engineering has never been just about writing code that works. It is about taking responsibility for decisions that affect real users, business models, entire teams, and the long-term evolution of systems.

Every architectural choice, every library selected, and every technical trade-off accepted carries consequences that extend far beyond a single sprint or release.

That is why autonomy, when offered without shared criteria, without a clear technical vision, and without accessible leadership, stops being a growth opportunity and quietly becomes a risk—for both the product and the engineer.

Pride in being a developer does not come solely from technical mastery, but from understanding the impact of what we build and knowing that our decisions align with a broader purpose.

In that sense, autonomy without structure does not strengthen professional identity—it erodes it, by forcing individuals to carry alone responsibilities that should be collective.

LATAM Talent, Global Impact, and the Real Weight of Decision-Making

LATAM talent has become a cornerstone of nearshore software development, not only because of technical skill, but due to resilience, cultural adaptability, and a strong capacity for continuous learning.

Engineers from Colombia, Costa Rica, Mexico, Brazil, Argentina, and across the region now lead critical systems for global companies, directly impacting millions of users and high-stakes business decisions.

This growth has elevated the role of the Latin American developer—but it has also increased the complexity of the decisions expected from them.

The greater the global impact, the greater the need for clear technical structures. Not every decision should rest on a single individual, no matter how senior they are.

This is where many organizations confuse autonomy with abandonment—delegating decisions without providing context, without defining standards, and without creating real spaces for technical discussion.

For experienced engineers, demanding autonomy also means demanding clarity: living roadmaps, shared architectural principles, and technical leadership that stays present instead of disappearing.

Community, Structure, and Responsible Autonomy in Remote Teams

Real autonomy exists when engineers can decide with complete information, visible technical agreements, and the confidence that they are not isolated in their decisions.

Organizational abandonment shows up when there are no review spaces, when decisions go undocumented, and when failures are only discovered in production—too late.

In remote teams, this distinction becomes even more critical, because distance amplifies both healthy culture and unhealthy practices.

That is why developer community is not a romantic ideal—it is a technical necessity to sustain quality and learning.

Practices like deep code reviews, intentional pair programming, and active mentorship turn individual decisions into shared knowledge.

In a healthy engineering culture, autonomy is not measured by how many decisions you make alone, but by how many you can sustain, explain, and evolve alongside other engineers.

Structure does not limit creativity; it protects it—by enabling experimentation without compromising system stability or team health.

Mismo: Supported Autonomy, Purpose-Driven Engineering

At Mismo, autonomy is understood as a responsible practice—one where engineers have room to decide, but are never left alone with critical decisions.

The culture encourages real collaboration across countries, human-centered technical leadership, and environments where asking questions is a sign of professional maturity, not weakness.

Distributed teams do not operate as silos, but as knowledge networks strengthened through communication, continuous learning, and trust.

This approach allows LATAM talent to create global impact without sacrificing identity, growth, or technical quality.

More than executing tasks, engineers participate in the evolution of products, architectures, and sustainable ways of working.

Here, autonomy is not sold as absolute freedom, but as shared responsibility—supported by living processes and present people.

Building the Future with Conscious Autonomy

The real challenge for modern engineering is not choosing between autonomy and control, but designing cultures where responsibility is distributed and visible.

As developers in Latin America, we have a historic opportunity to prove that our talent does more than execute—it leads with judgment, technical ethics, and a strong sense of community.

Mature autonomy is not the absence of structure; it is a commitment to decisions that endure over time.

We are a generation of LATAM engineers building the future—not through improvisation, but through conscious autonomy, real collaboration, and the pride of creating technology with purpose.

From LATAM to Global Scale: Oswaldo Sánchez at Mismo

Mismo thrives on the strength of its exceptional team. We provide top-tier remote software development teams that seamlessly integrate with companies worldwide, driving exceptional results. Many organizations have partnered with Mismo to augment their development capabilities and achieve their technology goals.

At the heart of these successful teams are the talented individuals who make Mismo what it is. We’re committed to celebrating our remarkable employees and their invaluable contributions to our company culture. Our employee spotlights showcase the genuine relationships we’ve forged with team members and clients, highlighting their dedication and the positive impact they have on our collaborative environment.

Meet: Oswaldo Sánchez

Team Lead / FrontEnd Engineer

Country: Honduras

I’m a developer from Honduras. I have two children, enjoy soccer and video games, and love learning new things while exploring new tools and technologies.

  • What initially attracted you to engineering and how have you found inspiration in this career? I remember being in school when a computer teacher showed us how to create web pages using Microsoft Word. In that moment, I was amazed to realize that I could create things other people could actually use. That experience is what initially drew me to engineering. 
  • What innovation or technical advancement have you been a part of that you consider to have made a milestone in your engineering field? I have led and collaborated with multiple teams, consistently delivering strong results. One of the most significant projects I worked on was the creation and full automation of a ferry transportation company. We built the entire end-to-end booking framework—from online ticket sales to mobile applications for Android and iOS, through to boarding processes, reporting systems, agency management, and more.
    It was a large-scale initiative that required careful architectural planning, the integration of multiple platforms, and close collaboration across different teams. This experience marked a major milestone in my engineering career. Today, this implementation generates more than one million USD annually. 
  • What made you choose Mismo? I liked the opportunity, the tech stack I would be working with, and the benefits they offered, such as PTO. The salary was also competitive, so overall it felt like a great fit for me. 
  • How would you describe the work environment at Mismo? I would say the work environment at Mismo is very good. The hiring process is smooth, and there are amazing people here. Overall, it’s a fun, friendly, and trusting environment that makes work enjoyable every day.

 

  • What learning and development opportunities have you had at Mismo and how have you utilized these opportunities to grow as a professional? Thanks to our work with the client, even though we dedicate a significant amount of time to their needs, we still have space to continue learning and growing.

 

  • What aspects of working at Mismo’s engineering team make you proud and motivate you in your daily tasks? I feel proud knowing that I’m working for an important company where the work I do is seen by millions of people and has a real financial impact. Knowing that my contributions matter and create value motivates me every day to keep improving and giving my best. 
  • How do you believe the company and engineering can positively impact the world, people’s lives, and make a difference in their respective industries? By automating complex processes and creating tools that simplify daily tasks, engineering can improve people’s lives and help industries operate more efficiently, making a meaningful impact. 
  • What Mismo policies or practices have helped you improve your work-life balance? PTO is important, and having a birthday off is also a great benefit.

 

  • What inspiring advice would you give to someone considering a career in engineering or looking to join a company like Mismo? Don’t be afraid—trust your abilities. Engineering is a field where continuous learning and curiosity open up amazing opportunities.

 

  • What tools or technologies do you use most frequently in your daily work as an engineer at Mismo? I use AI tools extensively, including Cursor and GitHub Copilot. I also rely on Sublime Text for quick notes, Sticky Notes for task reminders, and Docker as part of my daily development workflow.

Human-Centered Technical Leadership: Guiding with Empathy and Vision

Leading with Purpose in a World Built on Code

In software engineering, we often assume leadership is defined by architecture diagrams, clean pull requests, or the elegance of a well-designed system. But leadership begins much earlier—at the moment we choose to uplift others, listen before directing, and build with intention.

Developers in Latin America understand this deeply. We write code that powers global products while navigating unique challenges—resource constraints, shifting markets, remote collaboration—and still delivering quality, resilience, and creativity every single day. Leading from LATAM means believing that our work matters beyond technical output; it shapes how the world experiences technology.

Engineering is more than instructions executed by a machine. It is solving real problems, caring about the humans behind the use cases, and standing proudly behind what we build. And in that space between logic and empathy is where true technical leadership emerges.

The Power of LATAM Talent—and Why Community Shapes Better Engineers

The rise of nearshore software development is not a coincidence. Companies worldwide increasingly rely on software development in Latin America because LATAM engineers bring something beyond technical excellence: adaptability, curiosity, cultural intelligence, and the ability to collaborate across boundaries.

This is what sets talent in LATAM apart. We learn fast. We embrace complexity. We turn constraints into innovation. And we believe deeply in community—because most of us grew up advancing through mentorship, shared knowledge, and collective growth rather than individual competition.

Great technical leaders don’t lead from superiority; they lead from proximity. They review code with kindness, mentor without ego, and foster an environment where pair programming, open conversations, and thoughtful decisions become part of the culture. They understand that an engineer’s growth curve is shaped not only by skill but by belonging.

Every day across LATAM, we see senior engineers explaining architectural trade-offs with patience, juniors asking brave questions, and distributed teams building trust even without a shared office. This human element—this commitment to community—is what transforms good engineering into meaningful engineering.

Mismo and the Future We Build Together

At Mismo, this philosophy is part of our DNA. Our developer community spans Costa Rica, Colombia, Brazil, Argentina, Peru, Guatemala, and more—yet collaboration feels natural, almost as if we were all sitting around the same whiteboard. That sense of unity is intentional: it’s built on empathy, open communication, and genuine respect for both the craft and the people behind it.

Mismo’s culture empowers engineers not only to deliver exceptional work, but to grow as individuals and leaders. Here, learning is continuous, contributions are celebrated, and diverse perspectives are treated as a strategic advantage rather than a checkbox. It’s a place where developers feel heard, supported, and proud of the impact they make.

As the world continues to turn toward LATAM for high-performing engineering teams, the opportunity ahead is enormous. We are more than contributors—we are innovators, architects, mentors, and leaders shaping global technology from our corner of the world.

The future belongs to those who lead with both vision and empathy. And across Latin America, we are proving that human-centered technical leadership isn’t just possible—it’s already happening.

We are a generation of developers building the future from LATAM.
Let’s keep learning, collaborating, and lifting each other higher.

Randy Frutos: Turning Challenges into Innovation at Mismo

Mismo thrives on the strength of its exceptional team. We provide top-tier remote software development teams that seamlessly integrate with companies worldwide, driving exceptional results. Many organizations have partnered with Mismo to augment their development capabilities and achieve their technology goals.

At the heart of these successful teams are the talented individuals who make Mismo what it is. We’re committed to celebrating our remarkable employees and their invaluable contributions to our company culture. Our employee spotlights showcase the genuine relationships we’ve forged with team members and clients, highlighting their dedication and the positive impact they have on our collaborative environment.

Meet: Randy Frutos

Software Engineer 

Country: Costa Rica

I’m a very tech-oriented person. I enjoy programming, gaming, and anime, and I also love lifting weights and playing soccer.

  • What initially attracted you to engineering and how have you found inspiration in this career? I started creating websites and experimenting with technologies like WordPress, Drupal, and others when I was 12, so I began programming at a very young age.
  • What innovation or technical advancement have you been a part of that you consider to have made a milestone in your engineering field? I worked on a project that relied heavily on excellent performance and fast response times. We migrated from a slow Ruby engine running JavaScript through React on Rails to a fully performant Node.js solution, which improved both our response times and overall performance.
  • What made you choose Mismo? I feel it’s a great company with excellent people and truly outstanding projects. 
  • How would you describe the work environment at Mismo? It’s an incredible work environment—everyone is always open to helping, discussing, and contributing. 
  • What learning and development opportunities have you had at Mismo and how have you utilized these opportunities to grow as a professional? Becoming more detail-oriented. 
  • What aspects of working at Mismo’s engineering team make you proud and motivate you in your daily tasks? I feel like we’re a family, always doing our best and making the most of our knowledge.
  • How do you believe the company and engineering can positively impact the world, people’s lives, and make a difference in their respective industries? Continue contributing the way we do and elevate our collective drive for improvement. 
  • What Mismo policies or practices have helped you improve your work-life balance? Showing and maintaining a strong understanding of all the projects we have or contribute to. 
  • What inspiring advice would you give to someone considering a career in engineering or looking to join a company like Mismo? I’d say to always look for ways to improve your workflow. Try to enhance each step of the engineering process, but also remember that understanding every requirement is important—not just in work, but in every aspect of life. 
  • What tools or technologies do you use most frequently in your daily work as an engineer at Mismo? React and Ruby on Rails.