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Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

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7 min read
When to Move an Agent Library From Python to Rust

When to Move an Agent Library From Python to Rust

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5 min read
Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window

Stateful Rolling Chat History: Manage Conversation Memory Without Blowing the Context Window

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4 min read
Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

Stable Cache Keys for LLM Requests: Canonical Hashing in Rust

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4 min read
Build System Prompts From Named Sections Instead of One Giant String

Build System Prompts From Named Sections Instead of One Giant String

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4 min read
Which Agent Feature Costs the Most? Here's How to Find Out.

Which Agent Feature Costs the Most? Here's How to Find Out.

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7 min read
Rust: Stop Retries From Double-Submitting LLM Calls With Content-Derived Idempotency Keys

Rust: Stop Retries From Double-Submitting LLM Calls With Content-Derived Idempotency Keys

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4 min read
The Tool That Kept Doing Full-Table Scans: tool-arg-defaults

The Tool That Kept Doing Full-Table Scans: tool-arg-defaults

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6 min read
llm-fallback-router: Multi-Provider Failover for Python LLM Calls

llm-fallback-router: Multi-Provider Failover for Python LLM Calls

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5 min read
perfectcorp-tryon-concierge: Virtual Try-On via Chat

perfectcorp-tryon-concierge: Virtual Try-On via Chat

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5 min read
tool-secret-scrubber-rs: Strip Secrets from LLM Tool Logs in Rust

tool-secret-scrubber-rs: Strip Secrets from LLM Tool Logs in Rust

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5 min read
agentsnap-rs: Snapshot Testing for Rust Agent Tool-Call Traces

agentsnap-rs: Snapshot Testing for Rust Agent Tool-Call Traces

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5 min read
Make Your Agent Idempotent: Run It Twice, Get the Same Result

Make Your Agent Idempotent: Run It Twice, Get the Same Result

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4 min read
Stop Writing Tool Schemas by Hand: tool-schema-from-fn

Stop Writing Tool Schemas by Hand: tool-schema-from-fn

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6 min read
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs

prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs

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6 min read
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