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prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes
mukundakatta profile

prompt-cache-key: Stable Hashes for Anthropic Prompt Cache Scopes

#hermeschallenge #ai #python #agents
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5 min read
Stop Writing Tool Schemas by Hand: tool-schema-from-fn
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
6 min read
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer
mukundakatta profile

Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

#hermeschallenge #ai #python #agents
Comments
5 min read
Your Agent Is Calling That Tool Again: tool-loop-guard
mukundakatta profile

Your Agent Is Calling That Tool Again: tool-loop-guard

#hermeschallenge #ai #python #agents
Comments
6 min read
Run Your Agent in Shadow Mode Before You Trust It With Production
mukundakatta profile

Run Your Agent in Shadow Mode Before You Trust It With Production

#hermeschallenge #ai #python #agents
Comments
4 min read
Detect Prompt Injection Before Your Agent Acts on It
mukundakatta profile

Detect Prompt Injection Before Your Agent Acts on It

#hermeschallenge #ai #python #agents
Comments
4 min read
My agent cited a document that does not exist. Here is the library I wrote to catch that.
mukundakatta profile

My agent cited a document that does not exist. Here is the library I wrote to catch that.

#hermeschallenge #ai #python #agents
Comments
5 min read
Static Lint Rules for Your LLM Prompts (Before They Hit Production)
mukundakatta profile

Static Lint Rules for Your LLM Prompts (Before They Hit Production)

#hermeschallenge #ai #python #agents
Comments
3 min read
agent-replay-trace: step through JSONL agent traces for debugging
mukundakatta profile

agent-replay-trace: step through JSONL agent traces for debugging

#hermeschallenge #ai #python #agents
Comments
5 min read
PII in Your Prompt Logs Is a Liability: Redact Before You Send
mukundakatta profile

PII in Your Prompt Logs Is a Liability: Redact Before You Send

#hermeschallenge #ai #python #agents
Comments
5 min read
Single-Flight LLM Calls: Coalesce 50 Concurrent Identical Requests Into One API Call
mukundakatta profile

Single-Flight LLM Calls: Coalesce 50 Concurrent Identical Requests Into One API Call

#hermeschallenge #ai #python #agents
Comments
4 min read
Durable Agent State Checkpoints: Resume Where You Left Off When the Run Crashes
mukundakatta profile

Durable Agent State Checkpoints: Resume Where You Left Off When the Run Crashes

#hermeschallenge #ai #python #agents
Comments
4 min read
Per-Step JSONL Logging for Agent Runs: Know What Your Agent Did and When
mukundakatta profile

Per-Step JSONL Logging for Agent Runs: Know What Your Agent Did and When

#hermeschallenge #ai #python #agents
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4 min read
One Registry to Rule All Your Agent Tools
mukundakatta profile

One Registry to Rule All Your Agent Tools

#hermeschallenge #ai #python #agents
Comments
4 min read
Why Every Library in the Agent Stack Has Zero Runtime Dependencies
mukundakatta profile

Why Every Library in the Agent Stack Has Zero Runtime Dependencies

#hermeschallenge #ai #python #agents
Comments
6 min read
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