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 OwnThat 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 There