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Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache
mukundakatta profile

Stop Paying for the Same Tool Call Twice: Memoize LLM Tool Calls with tool-call-cache

#hermeschallenge #ai #python #agents
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5 min read
agentsnap: Jest-Style Snapshot Tests for AI Agent Tool Calls
mukundakatta profile

agentsnap: Jest-Style Snapshot Tests for AI Agent Tool Calls

#hermeschallenge #ai #javascript #agents
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5 min read
tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window
mukundakatta profile

tool-output-truncate-py: Trim Tool Output Before It Eats Your Context Window

#hermeschallenge #ai #python #agents
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5 min read
Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers
mukundakatta profile

Function Signatures to Multi-Provider Tool Schemas: One Source of Truth for All LLM Providers

#hermeschallenge #ai #python #agents
Comments
4 min read
My agent retried a 401 Unauthorized nine times. The fix was two lines.
mukundakatta profile

My agent retried a 401 Unauthorized nine times. The fix was two lines.

#hermeschallenge #ai #python #agents
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5 min read
How to Know When Your Agent Is Done (Before It Runs Forever)
mukundakatta profile

How to Know When Your Agent Is Done (Before It Runs Forever)

#hermeschallenge #ai #python #agents
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6 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
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4 min read
Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information
mukundakatta profile

Heuristic Prompt Compression: Cut Your Context Window Usage Without Losing Key Information

#hermeschallenge #ai #python #agents
Comments
4 min read
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
6 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
Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget
mukundakatta profile

Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

#hermeschallenge #ai #python #agents
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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
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6 min read
Build a Provider Failover Chain That Actually Works Under Pressure
mukundakatta profile

Build a Provider Failover Chain That Actually Works Under Pressure

#hermeschallenge #ai #python #agents
Comments
3 min read
The conversation you saved to disk still has the SSN in it
mukundakatta profile

The conversation you saved to disk still has the SSN in it

#hermeschallenge #ai #python #agents
Comments
6 min read
Your Agent Loop Needs a Real Exit: llm-stop-conditions
mukundakatta profile

Your Agent Loop Needs a Real Exit: llm-stop-conditions

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