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Five Observability Layers Every Production Agent Needs
mukundakatta profile

Five Observability Layers Every Production Agent Needs

#hermeschallenge #ai #python #agents
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6 min read
Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over
mukundakatta profile

Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over

#hermeschallenge #ai #python #agents
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4 min read
Four Ways to Truncate Enormous Tool Output Without Breaking UTF-8
mukundakatta profile

Four Ways to Truncate Enormous Tool Output Without Breaking UTF-8

#hermeschallenge #ai #rust #agents
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5 min read
agent-resume: checkpoint and resume long-running AI agent jobs in Python
mukundakatta profile

agent-resume: checkpoint and resume long-running AI agent jobs in Python

#hermeschallenge #ai #python #agents
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5 min read
llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools
mukundakatta profile

llm-tool-arg-coerce: Stop LLM String Arguments From Crashing Your Tools

#hermeschallenge #ai #python #agents
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5 min read
tool-loop-guard-rs: Break Agent Loops Before They Drain Your Budget
mukundakatta profile

tool-loop-guard-rs: Break Agent Loops Before They Drain Your Budget

#hermeschallenge #ai #rust #agents
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6 min read
agenttap: see exactly what your Python LLM client sends over the wire
mukundakatta profile

agenttap: see exactly what your Python LLM client sends over the wire

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

One Registry to Rule All Your Agent Tools

#hermeschallenge #ai #python #agents
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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
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5 min read
Which Agent Feature Costs the Most? Here's How to Find Out.
mukundakatta profile

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

#hermeschallenge #ai #python #agents
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7 min read
The Agent That Retried Five Times Over a String: tool-arg-coerce-py
mukundakatta profile

The Agent That Retried Five Times Over a String: tool-arg-coerce-py

#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
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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
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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
Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename
mukundakatta profile

Stop Writing One-Off Case Converters for LLM Tool Args: tool-arg-rename

#hermeschallenge #ai #python #agents
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5 min read
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