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How to Test LLM Agents Without Calling the Real API
mukundakatta profile

How to Test LLM Agents Without Calling the Real API

#hermeschallenge #ai #python #agents
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5 min read
Build a Metrics Dashboard for Your Python Agent in 50 Lines
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Build a Metrics Dashboard for Your Python Agent in 50 Lines

#hermeschallenge #ai #python #agents
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6 min read
agent-event-bus: Sync and Async Pub/Sub for Agent Events
mukundakatta profile

agent-event-bus: Sync and Async Pub/Sub for Agent Events

#hermeschallenge #ai #python #agents
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5 min read
Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
mukundakatta profile

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
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6 min read
Per-Step JSONL Logging for Agent Runs: Know What Your Agent Did and When
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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
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
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
When to Move an Agent Library From Python to Rust
mukundakatta profile

When to Move an Agent Library From Python to Rust

#hermeschallenge #ai #python #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
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
mukundakatta profile

Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent

#hermeschallenge #ai #python #agents
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4 min read
100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce
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100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce

#hermeschallenge #ai #python #agents
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6 min read
Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response
mukundakatta profile

Version and Hash Your Prompt Templates: Know Exactly Which Prompt Produced Each Response

#hermeschallenge #ai #python #agents
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5 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
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4 min read
tool-call-budgets: Stop Runaway Agent Loops Before They Hit Your Invoice
mukundakatta profile

tool-call-budgets: Stop Runaway Agent Loops Before They Hit Your Invoice

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