AI automation for businesses that hate busywork.https://bitspace.org/https://bitspace.org/blog/token-subsidies-not-going-to-last/https://bitspace.org/blog/token-subsidies-not-going-to-last/I burned more than $400 on AI inference in an afternoon last month — on direct API rates, while everyone else was on subsidized subscriptions. This week the industry caught up to where my bill already was.Wed, 29 Apr 2026 00:00:00 GMThttps://bitspace.org/blog/too-many-prophets-not-enough-practitioners/https://bitspace.org/blog/too-many-prophets-not-enough-practitioners/AI discourse has too many prophets of inevitability and doom. Risk deserves seriousness, but seriousness should create agency for people doing the work.Tue, 02 Jun 2026 00:00:00 GMThttps://bitspace.org/blog/dyfj-schema-in-the-data-layer/https://bitspace.org/blog/dyfj-schema-in-the-data-layer/The first meaningful Rust commit for DYFJ proves a stance worth defending — that the database, not the language, owns the contract.Mon, 27 Apr 2026 00:00:00 GMThttps://bitspace.org/blog/registry-as-lens/https://bitspace.org/blog/registry-as-lens/A SELECT and an index against an append-only event log can do most of what a service registry does, and avoid the integration tax that comes with treating audit, observability, capability discovery, and cost as four separate services.Wed, 29 Apr 2026 00:00:00 GMThttps://bitspace.org/blog/stop-packing-your-whole-life-into-every-ai-session/https://bitspace.org/blog/stop-packing-your-whole-life-into-every-ai-session/Personal context should not be trapped in one tool or dumped wholesale into every AI session. The useful primitive is projection: source context shaped for the room, the harness, the privacy boundary, and the cost.Mon, 01 Jun 2026 00:00:00 GMT