Thoughts on AI engineering, Python, career growth, and technical leadership — organized using the Diataxis framework.
2026-03-22
6 min read
Wrong documentation hurts AI tools more than missing documentation. docvet 1.14 introduces bidirectional verification — checking both what your docstrings fail to mention and what they wrongly claim.
2026-03-06
5 min read
Install adk-secure-sessions, swap one import, and verify your agent's session data is encrypted at rest — start to finish in under 5 minutes.
2026-03-05
8 min read
You write your agent's instructions, test them, tweak a word, test again, and hope the change helped. There's an algorithm that does this better than you do — evolutionary optimization finds prompts you'd never write yourself.
2026-03-04
4 min read
Wire docvet's MCP server into VS Code, Cursor, or Claude Code — your AI coding agent gets structured docstring quality checks without parsing CLI output.
2026-03-01
7 min read
Google ADK stores everything your agent knows — tool calls, user messages, conversation context — in plaintext SQLite. Here's why that matters and how to fix it.
2026-02-25
6 min read
Stale docstrings poison your AI coding agent's understanding of your codebase. Research shows incorrect documentation is worse than no documentation at all.
2026-02-05
7 min read
When exact matching fails, probabilistic record linkage weighs evidence like a chef recognizes a dish—not by a single ingredient, but by the whole picture.
2026-02-04
8 min read
The simplest way to keep images, videos, model calls, and outputs tied together across retries and fan-out.
2026-02-02
6 min read
Why at-least-once delivery means your AI pipeline will process duplicates, and why idempotency is the only reliable fix.
2026-02-01
4 min read
A Python engineer's case for building a portfolio site without touching JavaScript.