Anthropic engineer: stop prompting Claude manually, build systems that prompt themselves
msharmas · x · 2026-10-19
An Anthropic engineer's core argument, shared in a 26-minute talk: don't prompt Claude manually for every task — build a system that prompts itself.
The talk walks from the core idea to building the full system step by step, advocating that the next generation of builders designs agents that can plan, execute, evaluate, and improve on their own rather than issuing one prompt at a time.
More from coding & agent
- Musk amplifies Grok Bot feature list: own computer, email, and a team of bots — elonmusk · 2026-10-19
- PoA: An Experimental Network Where AI Agents Earn Coins by Writing Original Work — adamamcbride · 2026-10-19
- Next Token podcast: 'If AI gets something to 60 points, it's worth zero' — op7418 · 2026-10-19
- Running GLM on 4x DGX Spark locally to build a 3D Three.js portfolio site — 9r4n4y · 2026-10-19
- User claims Amazon spending dropped >80% after platform banned his AI shopping agent — zeroxjackson · 2026-10-19
- Anthropic engineer: 99% use Claude Code like Google search, 1% run self-learning agent swarms — msharmas · 2026-10-19