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A systems breakdown of what’s actually inside a coding agent: the agent loop, tool design, memory management, policy layer, and the survival engineering required to make it work on local models via Ollama.
Anatomy of a Coding Agent: What I Learned Building My OwnI caught myself, again, telling Claude that we don’t do it that way in this codebase. Not the first time that week. Not the first time that day. Different repo,…
How many times have you told the agent the same thing this weekToday, on the verge of a breakdown, I realized I’ve been in a very toxic relationship for a while now. One that gaslights me. One that nudges me toward decisions…
I’m in a Toxic RelationshipMeta is installing tracking software on its employees’ work computers. Not for security. Not for compliance. For training data. Mouse movements. Keystrokes. Screenshots. All fed into AI models so agents…
We’re Not Being Replaced by AI. We’re Being Asked to Train It.AI fluency is becoming the most important skill in software development — but the models and tools needed to build it cost real money. The access gap is creating a two-tier developer class.
The Most Important Skill in Tech Is Too Expensive to LearnThat anxiety you feel scrolling AI threads at 11 PM? It’s not going away. Even engineers building AI daily don’t feel AI literate. Here’s why — and what to do about it.
No Developer Feels AI Literate Right Now — Not Even the Ones Building ItSpec-driven development promises control through living, iterative specifications. But without clear workflows and better tooling, teams keep falling into the same big-design-upfront trap that agile was invented to escape. A practitioner’s honest take on the gap between SDD’s vision and its current reality.
Spec-Driven Development Isn’t Waterfall — But It Keeps Ending Up ThereEvery clean code practice we follow was invented to solve a human problem. But what happens when humans are no longer the primary audience of source code? A senior developer’s honest reckoning with AI-driven development and what it means for the craft.
Clean Code Is Dead (And I Hate That I Agree)The most valuable developer skill right now isn't writing more code faster. It's learning unfamiliar codebases, building context that guides decisions, planning strategic approaches to problems, and shipping production code…
You Think, AI Executes: The Skills That Actually MatterNew research shows experienced developers are 19% slower with AI tools — but feel 20% faster. I walk through three major studies that prove AI isn’t making us faster, and share the confidence boundary framework for knowing what to delegate and what to keep.
I’ve been producing bad code (because of AI)