// Topics / Teams
Teams
37 entries tagged “Teams”
- Leading Senior Engineers in the AI Era: Autonomy, Standards, and Accountability
· 4 min
Leading senior engineers on AI work needs one concrete standard: a definition-of-done built on evals, named failure modes, and escalation triggers.
leadership
ai
teams
The Anti-Fragile AI Organization
· 4 min
The best AI organizations do not merely survive model churn and vendor shocks; they convert each one into a capability they keep.
teams
ai
reliability
The New Talent Stack: Product, Platform, and Applied AI Must Work as One System
· 3 min
AI organizations create leverage when product, platform, and applied AI are designed as one operating system instead of three kingdoms.
teams
ai
platform-engineering
The Post-Prototype AI Org: Operating Models That Survive Year Two
Canon post —
· 3 min
Year-two AI failure usually comes from org-design mismatch, not model-quality mismatch. The handoffs are where the system slows down.
ai
teams
leadership
The Operating Cadence: Turning AI Leadership Interfaces Into Predictable Output
Canon post —
· 4 min
Interfaces describe who owns what. Cadence is what turns those interfaces into compounding output.
leadership
ai
operations
Designing the AI Leadership Bench: Roles, Interfaces, and Failure Boundaries
Canon post —
· 2 min
AI scaling needs explicit leadership interfaces between product, platform, reliability, and governance.
leadership
teams
ai
Hiring for AI Teams: The Operator Profile That Actually Scales
· 3 min
The highest-leverage AI hires are operators who can handle ambiguity, systems tradeoffs, and verification pressure.
hiring
ai
leadership
Technical Leadership in the AI Era (It’s About Throughput, Not Trends)
· 3 min
Technical leadership in mid-2026: anchor decisions in throughput, verification, and operability instead of chasing the latest agent framework.
leadership
ai
teams
Stop Building Internal AI Tools No One Uses
· 4 min
Internal AI tools fail when teams optimize for launch instead of habit formation, trust, and workflow fit.
productivity
ai
leadership
Why Most AI Platform Teams Become the New Bottleneck
Canon post —
· 3 min
AI platform teams fail when they centralize decisions instead of capabilities. The queue is the bug.
platform-engineering
ai
teams
Build the System the Model Cannot Break
· 12 min
A manifesto for building AI-native organizations. Twelve tenets across strategy, architecture, economics, and people — and the only test that matters in year two.
opinion
ai
strategy
The CTO Communication Protocol: Aligning Engineers, Executives, and Investors in AI Programs
Canon post —
· 3 min
AI programs fail when each layer hears a different success definition.
leadership
ai
executive
AI Team Structures 2026: Central, Embedded, and Hybrid Models
· 8 min
A practical guide to central, embedded, and hybrid AI team structures, with roles, tradeoffs, and scaling rules.
teams
ai
architecture
AI Doesn't Make Your Team Faster. Shared Infrastructure Does.
· 3 min
Individual AI speedups are a distraction. The real gains come from treating AI as team infrastructure -- embedded in docs, decisions, and onboarding.
productivity
ai
teams
Your AI Team Problem Is Not Technical
· 4 min
Most AI team failures come from unclear ownership and weak evaluation, not missing talent. Structure and discipline beat hiring sprees.
ai
teams
hiring
Restructuring Engineering Orgs After Layoffs
· 5 min
Most post-layoff reorgs fail because they reorganize boxes instead of addressing the actual gaps. Here's what I've seen work this year.
leadership
teams
Leading Engineering Teams When Nobody Knows What Is Next
· 4 min
Uncertainty is not new for startups, but 2023 brought it to every engineering org. Here is what actually helps.
leadership
teams
startups
Resilient Teams Are Boring Teams
· 4 min
The engineering teams that survived 2022 best were not the ones with the most talent. They were the ones with the least drama.
teams
leadership
reliability
Watching Layoffs From the Inside
· 5 min
What I saw during the 2022 layoff wave, and what actually helps engineering teams survive contraction without burning out.
leadership
teams
hiring
Your Engineering Docs Are Probably Useless
· 4 min
Most engineering documentation is ignored for predictable reasons. Here is how to write docs that people actually read.
engineering
developer-experience
teams
Your Onboarding Is Broken. Here's the Fix.
· 4 min
Most engineering onboarding wastes the first week on access requests and context overload. The fix is simple: ship a real PR by day three.
hiring
leadership
teams
Stop Renaming Your Ops Team to SRE
· 5 min
Opinionated take on SRE team models from someone who has seen them all fail in interesting ways.
reliability
teams
leadership
Most 'Technical Debt' Is Just Decisions You Disagree With Now
· 4 min
The term 'technical debt' has become meaningless. Everything inconvenient is debt. Here's what it actually is, when it matters, and why most teams handle it wrong.
technical-debt
leadership
architecture
Embracing Remote Work: Benefits, Dangers, and Overcoming Challenges
· 6 min
After years of building and running distributed engineering teams, here are the actual benefits, real dangers, and hard-won lessons about making remote work stick.
remote-work
leadership
teams
Hybrid Work Is Harder Than Full Remote
· 5 min
Everyone thinks hybrid is the compromise between remote and office. It is actually harder to get right than either extreme.
remote-work
teams
leadership
What Actually Works for Distributed Teams (Six Months In)
· 5 min
After running a remote-first company for years and watching everyone else scramble through COVID, here's what I've learned actually works -- and what doesn't.
remote-work
teams
engineering
Your Team Just Went Remote. Here's What to Do Right Now.
· 3 min
COVID forced your engineering team remote overnight. Here's the no-fluff version of what actually matters in the first two weeks.
remote-work
engineering
teams
Your Onboarding Is Broken and Everyone Knows It
· 6 min
Most engineering onboarding is a polite abandonment ritual. What I've learned across three startups about getting new engineers shipping fast.
hiring
engineering
teams
What I Learned Scaling an Engineering Team
· 6 min
Lessons from growing an engineering org at the fintech startup -- what breaks, what works, and why clarity beats process every time.
engineering
leadership
teams
What I Learned About Code Reviews the Hard Way
· 4 min
Most code reviews are theater. Here's how we fixed ours at the fintech startup and what actually made a difference.
engineering
teams
What I Learned Building Our Platform Team This Year
· 5 min
Reflections on standing up the fintech startup's platform team in 2017 — what worked, what didn't, and why treating infra like a product changed everything.
platform-engineering
teams
engineering
Async by Default: Reducing Decision Latency in Distributed Engineering Teams
· 4 min
A practical operating model for async-first communication that reduces decision latency without sacrificing alignment.
remote-work
leadership
teams
Stop Counting Code Reviews and Start Reading Them
· 4 min
Most code reviews are theater. Here's what actually makes them worth the time.
engineering
testing
teams
Your Startup Doesn't Need a Security Team. It Needs a Security Champion.
· 5 min
You can't afford a security team at a startup. But you can turn one motivated engineer per squad into a security champion — and that changes everything.
security
startups
engineering
Building Effective Engineering Teams
· 5 min
What a year of building an engineering team at a mobility startup taught me about hiring, trust, and the habits that actually matter.
teams
engineering
leadership
Building a Security-First Engineering Culture
· 5 min
Security culture is not a training program or a tool purchase. It is a set of habits that leadership enforces through consistency, not speeches.
security
engineering
teams
Building a DevOps Culture from Scratch
· 5 min
DevOps is a cultural shift, not a job title. A practical path to shared responsibility, fast feedback, and resilient delivery without hand-wavy promises.
devops
teams
engineering