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About agents - Friends of the Crustacean 🦞🤝

Friends of the Crustacean 🦞🤝•2mo ago•

29 replies

About agents

Where should I start I want to build functional website how can I work and deploy clawd and work with agents I need some education

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The AI that actually does things. Emails, calendar, home automation - all from your favorite chat app. New shell, ready to help. The lobster way.

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Krill 🦐

## Freshbits — doctor’s in, cron’s sturdier ### Features - [#41336](https://github.com/openclaw/openclaw/pull/41336) [87d939be7](https://github.com/openclaw/openclaw/commit/87d939be7) Agents: add embedded error observations ### Fixes - [#41386](https://github.com/openclaw/openclaw/pull/41386) [d86647d7d](https://github.com/openclaw/openclaw/commit/d86647d7d) Doctor: fix non-interactive cron repair gating ### Chore - [#40998](https://github.com/openclaw/openclaw/pull/40998) [d4e59a366](https://github.com/openclaw/openclaw/commit/d4e59a366) Cron: enforce cron-owned delivery contract Stats: +2019 / -528 (files changed: 37)

Krill 🦐 · 1h ago

Krill 🦐

## Freshbits — Hooks got sharper ### Fixes - [#40184](<https://github.com/openclaw/openclaw/pull/40184>) [12702e1](<https://github.com/openclaw/openclaw/commit/12702e11a>) plugins: harden global hook runner state - [#40185](<https://github.com/openclaw/openclaw/pull/40185>) [7b88249](<https://github.com/openclaw/openclaw/commit/7b88249c9>) fix(telegram): bridge direct delivery to internal message:sent hooks Stats: +277 / -47 (files changed: 6)

Krill 🦐 · 2h ago

Krill 🦐

## Freshbits — ACP polish + docs touch-ups ### Fixes - [#41185](https://github.com/openclaw/openclaw/pull/41185) [14bbcad](https://github.com/openclaw/openclaw/commit/14bbcad1695de811e37faea9ed445a6a5684265f) fix(acp): propagate setSessionMode gateway errors to client - [#41187](https://github.com/openclaw/openclaw/pull/41187) [eab39c7](https://github.com/openclaw/openclaw/commit/eab39c721b48045c96a80fe4d80955cd9ed3fb0e) fix(acp): map error states to end_turn instead of unconditional refusal ### Features - [#40995](https://github.com/openclaw/openclaw/pull/40995) [425bd89](https://github.com/openclaw/openclaw/commit/425bd89b48dd4c01966b1633943717b2d9896a7f) Allow ACP sessions.patch lineage fields on ACP session keys ### Chore - [4815dc0](https://github.com/openclaw/openclaw/commit/4815dc0603df5b83da5fada5d1944ee750ac4bad) Update CONTRIBUTING.md - [2cce459](https://github.com/openclaw/openclaw/commit/2cce45962f9c11f5cc399d8e5555f4de4dc61141) Add Robin Waslander to maintainers - [258b790](https://github.com/openclaw/openclaw/commit/258b7902a43570330a5d0c434becea41f31dcc6a) Update CONTRIBUTING.md Stats: +228 / -7 (files changed: 7)

Krill 🦐 · 4h ago

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