[Build logs & notes]

Notes from the build loop.

> Agents, evals, scraping systems, robotics, and the bugs between the diagram and the running code.
Architecture, failure modes, benchmarks, and the occasional opinion.

[Published]5
// Latest post: 3 August 2026
AI systems / research / software
Agent memory write path from authenticated request through staged mutation to committed durable state
[Pinned]

Agent Memory Is a Write-Path Problem

Bounded per-user agent memory with trusted identity and transactional writes.

[Read it]
AI chat analytics pipeline from live conversation to enrichment and reporting

AI Chat Analytics Is a Data Pipeline, Not a Prompt

Replayable chat analytics with idempotent writes and durable cursors.

[> READ]
Quarter Clock

Quarter Clock

A local Svelte app that shows whether yearly projects keep pace with time.

[> READ]
How I Scraped 500k Jobs Without Another Hosting Bill

How I Scraped 500k Jobs Without Another Hosting Bill

A single-host job scraper built with FastAPI, local processes, and Supabase.

[> READ]
Freud, Cultures, and My Own Ego

Freud, Cultures, and My Own Ego

What Freud's model can explain, and where my cultural analogy falls apart.

[> READ]