Discussion on "Instructions Are Hints: Guardrails for an LLM Tool Loop"

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Discussion on "Instructions Are Hints: Guardrails for an LLM Tool Loop" | Hashnode

Discussion on "Instructions Are Hints: Guardrails for an LLM Tool Loop". I wrote the same rule three times. Once in the tool description, so the model would read it while deciding what to call. Once in the system prompt, in capitals, because the first one wasn't holding. A

Discussion on "ClearCode Part 4: Autonomous Plan Execution, LLM-as-Judge, and Human-in-the-Loop Approval" | Hashnode

https://hashnode.com/posts/clearcode-part-4-autonomous-plan-execution-llm-as-judge-and-human-in-the-loop-approval/6a546579b9e83866c518699f

Discussion on "Choosing an LLM API for production in 2026: not benchmarks" | Hashnode

https://hashnode.com/posts/llm-api-production-2026-enterprise-evaluation/6a4cd95ecf7ef55aeda78ad9

Discussion on "Treating LLM prompts like code: a regression catalog for AI failures" | Hashnode

https://hashnode.com/posts/treating-llm-prompts-like-code-a-regression-catalog-for-ai-failures/6a0d16f88837277411c2e65e

Discussion on "LangGraph4j ReACT Agent: Explicit State Graphs for Tool Orchestration" | Hashnode

https://hashnode.com/posts/langgraph4j-react-agent-explicit-state-graphs-for-tool-orchestration/6a8b3ca4085d8cd54ff0e386

Discussion on "Adding Spaced Repetition to an LLM Study System — SM-2, Schema Design, and a Scoring Problem Worth Solving" | Hashnode

https://hashnode.com/posts/adding-spaced-repetition-to-an-llm-study-system-sm-2-schema-design-and-a-scoring-problem-worth-solving/6a2b4320755bd059ac34908d