Review is the Symptom. Specification is the Fix.
Addy Osmani published Agentic Code Review the most data-rich, most honest assessment of the AI code-review crisis to date. The Faros numbers alone are…
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When Leaders Ignore the No Asshole Rule
Originally published on Rough Edges . There's a pattern I've watched play out in more than one organization. From a distance it looks like high perfor…
Why Your AI Engineer Hire Costs 56% More Than You Budgeted
The Budget You Approved Isn't the Budget You'll Pay You approved $180K for a senior AI engineer. Eighteen months later, you've spent $282K and you're …
The Author Doesn't Have to Be an Engineer: How the Harness Holds Quality (Series Part 5)
Hi, I'm Ryan , CTO at airCloset. Disclaimer : "cortex" in this article is the internal codename for an AI platform built in-house at airCloset. It is …
The Last Capacity Planning Sheet You'll Ever Need
Originally published at theendofcoding.com . It's the last week of the quarter. The team is going to miss two of the five committed epics — they alrea…
Fallacies of GenAI Development #8: More AI Agents Means More Productivity
This is the eighth and final post in a series on the false assumptions teams make when building with generative AI. The series began with the observat…
The 60x Gap — Why AI Feels Faster but Actually Slows You Down
In late 2025, the CTO of a mid-sized SaaS company saw a report — after adopting AI coding tools, his engineering team "felt 20% faster." He cut 30% of…
Fallacies of GenAI Development #3: You Can Verify AI Output With Another AI
This is the third in a series of eight posts on the false assumptions teams make when building with generative AI. Fallacy #1 covered why faster gener…
The Engineering Manager Is the Most Informed Person in the AI Room
Engineering managers are almost entirely absent from the AI transformation discourse. There's a structural reason for that, and understanding it is th…
Agent Engineering Is No Longer a Research Role. Here's What Changed.
Two years ago, if you searched for "agent developer" job postings, you'd find research positions at labs. The work was exploratory: prompting techniqu…
PID Tuning That Actually Converges: Ziegler-Nichols and the Root Locus View
The PID controller is the workhorse of industrial control. It runs temperature loops, motor drives, flow valves, and flight surfaces. The algorithm it…
Tech Burnout Isn't a Resilience Problem — It's an Organizational Design Failure
A few days ago, Harsh Tiwari published a piece on Dev.to that's worth your time: What Burnout Actually Feels Like (Not What Instagram Tells You) . It …
Your Scrum Isn't Scrum. The Scrum Guide Is 13 Pages. Your Process Has 300.
Originally published at theendofcoding.com . The Scrum Guide is 13 pages. The terms "user story" and "epic" never appear in it. The word "velocity" ap…
What 11 big tech companies actually do with AI in 2026
Intro: why "are you using AI?" is suddenly hard to answer honestly I keep having this conversation lately, both inside and outside work. "How are you …
ASE, Samsung, and Amkor Accelerate Packaging Capacity Race: $15B+ in New Facilities for 2026-2027
Packaging Giants Launch Unprecedented Expansion Wave April-May 2026 — The global semiconductor packaging and testing sector has entered its most aggre…
Structure Creates Power: Lessons from Wing Chun and Engineering
I recently started training Wing Chun. At first glance, it doesn't look like what most people expect from martial arts. There's no flash. No wasted mo…
AI-Assisted Product Engineering: Orchestrating Claude Code Across the Software Development Lifecycle
Most LLM coding tools live inside a single editor session. They suggest, complete, and refactor inside one file at a time. That is useful, but it is n…
How to Write an Incident Postmortem That Actually Prevents Future Outages
Every team experiences incidents. The teams that grow stronger from them are the ones that take postmortems seriously — not as blame sessions, but as …
The Agentic AI Dilemma: Scaling Autonomy Without Sacrificing Security
I originally published this deep dive on my personal blog, Sentinel Base . As we transition from simple LLM wrappers to fully autonomous agents, the s…