Sr. Product Engineer @ AWS
Leading a tech product at AWS with 35 engineers impacting 6.1M customers across 16 languages. 2x founder with exits (acquired by NASDAQ:XP). Coached 12,000 tech graduates. TEDx Speaker. Global Shaper by World Economic Forum. Building product.engineer because 2026 is the year engineers own the full product cycle.
Developer experience AI agents demand new tooling, testing, and feedback loops. Learn how product engineers design DX when agents are part of the team.
AI agent maturity spans four levels from copy-paste to autonomous. Learn how product engineers maintain quality at each stage.
What an AI-native company actually looks like in 2026. 5-person teams doing what 50 did, built from day one with agents as first-class teammates.
Product engineer vs designer: how UX ownership works when engineers make design decisions. A collaboration model that ships faster.
Proactive AI agents anticipate needs instead of waiting for prompts. Learn how product engineers build agents that suggest, not just execute.
Collaborative AI engineering lets one developer coordinate dozens of agents without alignment drift. Learn the patterns GitHub uses to ship at scale.
A product design engineer works in physical hardware. A product engineer ships software outcomes. See how these roles differ in skills, salary, and career path.
Should engineer compensation ownership include commissions? Exploring revenue-tied pay models for product engineers who own business outcomes.
AI ROI software engineering data from Stanford's 120K dev study. Learn how to measure real returns on AI tools in your engineering org.
Product engineer vs project manager: fundamentally different roles with different goals, outputs, and career paths. Clear delineation inside.
No product engineer certification exists yet. Learn what to do instead, why portfolios beat certificates, and how to prove your skills without one.
The future of CI/CD is agent-driven. Learn how AI agents are replacing traditional pipelines for testing, deployment, and monitoring in production systems.
How to operate as an associate product engineer from day one. Practical steps juniors can take today to build ownership, ship outcomes, and grow fast.
Software craft 2026 is defined by taste, not speed. When AI builds anything, product engineers with judgment make the difference.
AI code quality is overpromised and underdelivered. Data on where agents fail and how product engineers maintain standards.
Product engineer vs SDE: how FAANG leveling maps to product engineering, and why L5/L6 SDEs already operate as PEs without the title.
How AI is changing software engineering in 2026. Data on productivity, quality, and what actually shifted for product engineers.
An agent-ready codebase lets AI tools ship reliable code. Learn the documentation, testing, and interface patterns that make codebases work with AI agents.
Where to find product engineer jobs in 2026. Job boards, company lists, search strategies, and companies hiring for this role right now.
User research for engineers: quick methods including session replays, support tickets, 5-minute user calls, and survey design that ship better products.
Bounded autonomy AI gives agents freedom within constraints. Learn the framework product engineers use to decide when agents run and when humans intervene.
Software quality in the AI era demands taste, craft, and human judgment. Learn why product engineers are the last line of defense against slop.
A product engineering manager coaches outcome-driven engineers, not task completers. Frameworks, career laddering, and what makes this role different.
Harness engineering builds guardrails that let AI agents execute safely in production. Learn patterns product engineers use to ship agent systems.
The complete product engineer skills map organized by Define, Build, and Ship phases. Self-assessment rubric, real examples, and growth paths included.
What the engineering org AI looks like when agents handle 60% of implementation. Roles, ratios, and org charts for the future engineering organization.
Spec-driven development lets FAANG-scale teams define structured specs that AI agents execute. Learn the frameworks shipping real products today.
Product engineer documentation with PRFAQ for engineers templates, spec frameworks, and one-pagers from Amazon's writing culture.
Agentic engineering is the discipline of designing systems where AI agents are collaborators, not tools. Learn how product engineers ship with agents.
Post-agile software development explained: why top PE teams dropped sprints for continuous ownership, and how to make the transition.
Product engineer metrics that matter at each stage. Learn which KPIs to track, how to set up measurement, and how to present results that drive decisions.
In aviation, flying behind the airplane kills. In product engineering, it makes you irrelevant. The anticipation mindset that defines the best Product Engineers.
Go-to-market for engineers explained: distribution, onboarding, and activation strategies product engineers own in the Ship phase.
Multi-agent architecture patterns from Factory AI's production system. How coordinated agents ship code at scale with real engineering discipline.
The future of software engineering is plan and review. Engineers in 2026 direct AI agents, not write code. Here's what the job actually looks like now.
Vibe coding vs vibe engineering: the maturity model that separates prototype vibes from production systems. A practical guide for senior engineers.
A practical roadmap for PMs transitioning from product manager to product engineer. Learn what to code, how to build technical depth, and when you are ready.
Product engineer roles in Brazil offer 3-5x salary multipliers via remote US companies. Discover who is hiring, how to position yourself, and what to expect.
Product sense for engineers is trainable. Learn the exercises, habits, and frameworks that help you read user behavior and form winning hypotheses.
Context engineering is the discipline of structuring information for AI agents. Learn how product engineers design context to ship reliable AI features.
Product engineer vs full stack developer: one is breadth of implementation, the other is breadth of ownership. See what actually differs.
Inside the product engineer role at PostHog: how they hire, what they pay, why they killed PMs, and what the day-to-day actually looks like.
Where AI fails in a complex codebase: legacy systems, tangled dependencies, implicit knowledge. How product engineers bridge the gap.
Engineering leadership AI requires new skills. How EMs and directors should adapt to manage agent-augmented product engineering teams effectively.
Build a product engineer portfolio that proves business impact. Templates, before/after metrics, and framing techniques to stand out in hiring.
The software crisis 2026 isn't about writing code. It's about knowing what NOT to build when AI generates infinite output.
The complete product engineer career path from junior to staff level. Expectations, salary ranges, IC vs management tracks, and what separates each stage.
Tactical guide to become a product engineer at your current company. Scripts, framing, and a volunteer playbook to expand your role without switching jobs.
Product engineering culture in practice at PostHog, Linear, Vercel, and Figma. Concrete structures, rituals, and principles that drive shipping velocity.
AI skills vs agents: why discrete, composable capabilities beat monolithic agents, and how product engineers design them.
How long does it take to become a product engineer? Honest timelines by starting point: 3-6 months from SWE, 6-12 months from PM, longer from scratch.
A week-by-week guide for the transition from software engineer to product engineer. Address real fears, build your portfolio, and land the role.
How to adopt product engineering in enterprise orgs with 100+ engineers. A phased rollout playbook covering governance, metrics, and team structure.
Product engineer vs product manager: learn how these roles differ, overlap, and complement each other. Clear framework for when you need both.
A product engineer job description template with real examples and anti-patterns. For hiring managers writing listings and candidates evaluating them.
What does a product engineer do all week? A Monday-Friday walkthrough covering real tasks, decisions, and tradeoffs in the role.
The define build ship framework gives product engineers a repeatable operating system for owning outcomes end-to-end. Templates, examples, and tools inside.
A tactical guide to product engineer hiring: where to source candidates, how to screen for product thinking, interview loop design, and compensation benchmarks.
The complete product engineer tech stack for 2026, organized by Define, Build, and Ship phases. Tools for discovery, development, deployment, and measurement.
A 90-day playbook to transition engineers to product engineers. Covers resistance patterns, org design, metrics, and leadership tactics for VPs and directors.
How to restructure from PM+Eng silos to a product engineering team structure. Ratios, reporting lines, and transition playbooks for engineering leaders.
Prepare for product engineer interviews. 30+ real questions across product thinking, technical depth, and impact measurement. Includes answer frameworks.
A practical roadmap to becoming a product engineer. Which skills to build, what to practice this week, and how to prove ownership to future employers.
What do product engineers earn? Salary ranges by level, company type, and geography. Plus how to negotiate as a product engineer.
What separates a product engineer from a software engineer? Compare responsibilities, skills, salaries, and career paths side by side.
A product engineer owns outcomes, not outputs. Learn the definition, skills, career path, and operating system that defines this emerging engineering role.