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My agent made a $400 mistake. I had no idea why. So I built a WHY layer.
mukundakatta profile

My agent made a $400 mistake. I had no idea why. So I built a WHY layer.

#hermeschallenge #ai #python #agents
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5 min read
prompt-template-version: Semver-Pin Your System Prompts So You Can Always Roll Back
mukundakatta profile

prompt-template-version: Semver-Pin Your System Prompts So You Can Always Roll Back

#hermeschallenge #ai #python #agents
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6 min read
The Tool That Kept Doing Full-Table Scans: tool-arg-defaults
mukundakatta profile

The Tool That Kept Doing Full-Table Scans: tool-arg-defaults

#hermeschallenge #ai #python #agents
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6 min read
agent-citation: Track Where Every Agent Claim Came From
mukundakatta profile

agent-citation: Track Where Every Agent Claim Came From

#hermeschallenge #ai #python #agents
Comments
6 min read
llm-retry-py: Full-Jitter Retry for LLM Calls in Python
mukundakatta profile

llm-retry-py: Full-Jitter Retry for LLM Calls in Python

#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
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
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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
Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'
mukundakatta profile

Stop Your Agent from Sneaking in 'I would recommend...' When You Said Only 'escalate', 'resolve', or 'defer'

#hermeschallenge #ai #python #agents
Comments
5 min read
Sanitize Your LLM Message Lists Before Every API Call
mukundakatta profile

Sanitize Your LLM Message Lists Before Every API Call

#hermeschallenge #ai #python #agents
Comments
3 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
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
Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)
mukundakatta profile

Score Your Agent's Responses With a 0.0-1.0 Rubric (No LLM Judge Required)

#hermeschallenge #ai #python #agents
Comments
4 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
Comments
5 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
Comments
5 min read
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