Don't trust your AI agent's 'tests pass' until you do this #ClaudeCode #AITools

Claude Code /goal: how to write a goal condition that holds up. A small fast model checks your condition after every turn, and it only sees what Claude has surfaced in the conversation, so the guard against a fake "tests pass" belongs in the condition itself. One measurable end state, a stated check, the constraints that matter, and a turn limit. ---- Higgsfield AI — Create AI Videos & Visuals Get 10% OFF here: https://higgsfield.ai?fpr=thomas-dccf7e 🚀 DYNAMOUS AI COMMUNITY Want to learn agentic coding with live daily events and workshops? Check out Dynamous AI: https://dynamous.ai/?code=646a60 Get 10% off here 👉 https://shorturl.smartcode.diy/dynamous_ai_10_percent_discount ⚡ HOSTINGER — RELIABLE HOSTING FOR YOUR PROJECTS (10% OFF) Whether you're shipping a portfolio, a side project, n8n flows, or AI agents — I use Hostinger for fast, affordable VPS + web hosting. Get 10% off here 👉 https://hostinger.com/DIYSMARTCODE n8n: https://n8n.partnerlinks.io/diysmartcode (Affiliate links — costs you nothing, supports the channel.) ---- What you will see in this short: - Why the /goal judge only sees the conversation, with the docs line on screen - The three parts of a good condition: end state, stated check, constraints - A weak condition next to a strong one you can type yourself - A turn limit such as or stop after 20 turns - A real /goal run on a scratch repo with one failing test: Goal achieved in 1 turn, 1.5k tokens, and the judge's reason cites the test file's timestamp (one run on Claude Code 2.1.296, Haiku) - The idle check-in cost note and CLAUDE_CODE_GOAL_CHECKIN_MINUTES Goal docs page: https://code.claude.com/docs/en/goal Costs page, goal check-ins: https://code.claude.com/docs/en/costs Environment variables: https://code.claude.com/docs/en/env-vars Full Claude (Code) Basics playlist: https://www.youtube.com/playlist?list=PLQUbhbn23CI4 Do you trust a model to grade another model's work, yes or no? #ClaudeCode #ClaudeCodeGoal #Goal #ClaudeCodeTips #Claude #Anthropic #AICoding #AgenticCoding #AIAgents #DevTools #Programming #Coding #Developer #AutomatedTesting #npmtest #TestDrivenDevelopment #PromptEngineering #LLM #AITools #ClaudeBasics