Essays

Everything I've written on The Davenporter, newest first. Most posts start with a question someone asked me, then work through what I've tried, what broke, and what I'd do next. The WIBTM series covers what I'm building right now, and why.

Latest · Jul 10, 2025 · 6 min read

Maximizing Developer Value: Using AI Across the Entire Code Lifecycle

There’s now a wealth of information and tutorials floating around about how you can go from 0 to 1 with AI, or even vibe code personalized apps or prototypes? But what’s next, and how do we use AI effectively across all parts of our coding development?

Read essay → Read on Substack ↗

Git files vs. a symbol graph

From "WIBTM: What happens when you let an agent design a new git system?" — why cosm locks functions instead of files so several agents can edit the same codebase at once.

Core themes from the archive
Theme	Essay	Code
Why your coding agent needs a blast-radius tool	WIBTM: What happens when you let an agent design a new git system?	`davenportjw/cosm`
How I built a self-improving coding system	Give an agent access to memories...	`davenportjw/agentic-memory`
The warehouse and hybrid model routing	WIBTD/M/L: Routing AI responses between local and cloud models	`davenportjw/smartrouter` & `warehouse-dash`

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