How I use scheduled Codex jobs to build daily reports
How deterministic tools, scheduled Codex jobs and inspectable HTML fit into two daily reporting workflows.
tag archive
llm-agents
Posts tagged llm-agents on billiem.
The LLM was better at building a solver than playing the game
A disappointing attempt to play 322 became a deterministic solver, a paired statistical experiment, and a 27.45% measured title rate.
GPT-5.6, 48 hours and 4.5 billion metered tokens later
What GPT-5.6 did across research, audits, a seven-repository migration and one animated pet during my first 48 hours with Codex.
GPT-5.6 needed a more ambitious prompt
The first GPT-5.6 LLM Choice batch was polished but shallow. A prompt built around ambition and depth produced much stronger artefacts.
What changed when I gave local coding models a real harness
A local LLM Choice experiment showed how harnesses, repair loops, tools, and model strength changed coding-agent results.
A thought can be a URL now
A Discord argument about biological wheels became a deployed Cloudflare Pages simulation in about ten minutes.
Voice made my idea system start working
A low-friction Linear idea ledger works for me because voice and agents made capture and retrieval cheap enough to happen.
LLM Choice is mostly an idea engine
Using autonomous coding-agent runs as a low-cost way to find ideas, learn unfamiliar topics, and seed later projects.