Quality Isn't Accidental — Maker/Checker Separation and Automated Validation
The Core Argument : AI agent reliability isn't achieved by "making the agent smarter" — it's achieved by the simple engineering principle of separatin…
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Why Your AI Agent Forgets Everything Overnight — From Prompt to Loop Engineering
The Pain : You spent an afternoon tuning your agent. Next morning, it stares at you blankly — as if yesterday never happened. What You'll Learn : The …
The AI Code Review Policy Template for Engineering Teams
Most engineering teams that ship AI-assisted code have an informal process — "we review it like any other PR" — and no written policy. That gap matter…
Agentic Code Security: What Autonomous AI Gets Wrong
Autonomous coding agents don't wait for a code review. They open the file, write the patch, and commit. The review loop that would catch a hardcoded c…
The smartest engineers I know are afraid to decide
Forty-five minutes. That's how long a brilliant engineer I've worked with spent presenting a comparison matrix for a backend framework. Performance be…
10 AI Prompts I Use as an Engineering Manager (1:1s, Postmortems, Performance Reviews)
10 AI Prompts I Use as an Engineering Manager I've managed engineering teams for long enough to know the pattern: half of the job is technical decisio…
Nobody Taught You How to Use This Thing
Everyone I know got handed the most powerful tool of their career with no manual. No training, no onboarding, nothing. One day it just appeared, and e…
Why Your Best Engineers Keep Fighting Fires Instead of Shipping Features
Nobody grows up dreaming of restarting servers at midnight. Most engineers join a team because they want to build things people actually use. So why d…
How to Actually Evaluate an AI Engineer in 2026 (7-Point Framework)
The signals that mattered when you hired ML engineers in 2022 barely predict who ships reliable AI systems in 2026. "Trained a model on Kaggle" and "k…
Building a Culture of Reliability: Beyond the SRE Handbook
You Can't Hire Your Way to Reliability I've seen companies hire 5 SREs and expect reliability to magically improve. It doesn't. Reliability is a cultu…
Microservices vs monolith
Microservices have a marketing problem: they're associated with the engineering cultures of Netflix and Amazon, so ambitious teams assume adopting the…
Docker for developers
"Works on my machine" is the most expensive sentence in software. Docker exists to kill it. At its core, Docker packages your application together wit…
Sprint 7 closed: Engineering Agents
Sprint 7 is closed . The goal was specialized engineering agents — architecture, code review, documentation, debugging, and onboarding — built on skil…
AI was supposed to kill engineering jobs, but new data suggests they’re the most resilient
While AI dominates the layoff narrative, engineers are actually making up a larger share of new hires, according to SignalFire data.
Escaping Generative Monoculture in AI-Assisted Engineering
Originally published on Mohamad Alsabbagh's Blog . AI coding assistants are excellent at compressing known work into fast drafts. That speed is the pr…
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…
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…