Journal

Posts on real project experience, integrations and the career journey. (Page 3/10)

This category has 55 posts.

June 22, 2026 Journal

From Dual-Write to Outbox: A Log of Idempotent Consumption and Field-Level Encryption

Lost events pushed me to a transactional outbox and at-least-once delivery to idempotent consumption; then I encrypted GDPR fields at row level.

June 18, 2026 Journal

Architecture decisions stay true on the wiki and rot in the code. archlint enforces the boundaries in architecture.json on every commit, no model.

June 18, 2026 Journal

In a polyglot repo the rule is the same in every language; one architecture.json now enforces Go, TypeScript and Python boundaries in CI.

I added a deterministic flaky-test filter to CommitBrief: it catches hard-coded sleeps and unseeded randomness at commit time, with no model.

Two new commands: summary briefs a change and its history, and remote pr reviews a PR from the terminal, leaving comments before the human does.

June 13, 2026 Journal

Vibe coding made shipping easier, but what someone without systems knowledge ships isn't what a senior steering the AI ships. Three levels.