▸ The Workloft Show · Live
Agentic building, read from inside a live eight-agent fleet.
A show for people getting into agentic building in the UK, Ireland and the EU — where the rules and constraints are different, and that turns out to matter. Each episode: the week's biggest agent stories read by someone who actually runs agents in production, then a live tour of the fleet to prove the point.
8 AI Agents Run My Solo Business. The Honest Version
We built an AI team: eight agents that research, build and ship on their own, around the clock, run by one person. This episode goes inside that machine, and stress-tests the AI claims everyone keeps repeating.
The throughline: no hype, real numbers, code you can run.
What's in it:
- Open weights won't make you sovereign — the GLM-5.2 maths nobody shows you.
- When the harness costs more than the model — voting made a cheap model match a frontier one, at three times the cost.
- Pulling YouTube transcripts past the block — a fallback chain that survives the IP ban.
- Voting resamples, distillation teaches — the cheap model that beat the frontier for pennies, and the catch.
- Inside the Workloft Loop — how eight agents take an idea from research to shipped, on their own.
▸ Written up in the episode
GLM-5.2 Won't Make You Sovereign → When the Harness Costs More Than the Model → Pulling YouTube Transcripts Past the Block → Voting Resamples, Distillation Teaches → What is the Workloft Loop? →▸ Previous episodes
Ep.01 · 17 June 2026 — Everyone's Securing the Wrong Part of Their AI Agents →