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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
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4 min read
agentcast: Validate and Retry LLM JSON Responses Until They Match Your Schema
mukundakatta profile

agentcast: Validate and Retry LLM JSON Responses Until They Match Your Schema

#hermeschallenge #ai #javascript #agents
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5 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
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
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6 min read
Cut Your Anthropic Bill in Half with the Batch API
mukundakatta profile

Cut Your Anthropic Bill in Half with the Batch API

#hermeschallenge #ai #python #agents
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5 min read
Make Your Agent Idempotent: Run It Twice, Get the Same Result
mukundakatta profile

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

#hermeschallenge #ai #python #agents
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4 min read
agentguard: Network Egress Allowlist for AI Agent Tools
mukundakatta profile

agentguard: Network Egress Allowlist for AI Agent Tools

#hermeschallenge #ai #javascript #agents
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5 min read
Stop Guessing Anthropic's Dict Shape for Image Blocks
mukundakatta profile

Stop Guessing Anthropic's Dict Shape for Image Blocks

#hermeschallenge #ai #python #agents
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5 min read
prompt-replay: Record and Replay LLM Prompts Across Models
mukundakatta profile

prompt-replay: Record and Replay LLM Prompts Across Models

#hermeschallenge #ai #python #agents
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5 min read
Compress Your Agent's Context Without Losing What Matters
mukundakatta profile

Compress Your Agent's Context Without Losing What Matters

#hermeschallenge #ai #python #agents
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6 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done
mukundakatta profile

Composable Stop Conditions: Know When Your Agent Is Actually Done

#hermeschallenge #ai #python #agents
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4 min read
A/B Test Your Prompts Without a Framework
mukundakatta profile

A/B Test Your Prompts Without a Framework

#hermeschallenge #ai #python #agents
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5 min read
agenttap: Wire-Level Prompt Introspection for LLM Agents
mukundakatta profile

agenttap: Wire-Level Prompt Introspection for LLM Agents

#hermeschallenge #ai #python #agents
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4 min read
Debug Agent Failures After They Happen with JSONL Traces
mukundakatta profile

Debug Agent Failures After They Happen with JSONL Traces

#hermeschallenge #ai #python #agents
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5 min read
LRU Memoization for Agent Tool Calls with tool-result-cache
mukundakatta profile

LRU Memoization for Agent Tool Calls with tool-result-cache

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