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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
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
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
I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.
mukundakatta profile

I parallelized two tool calls to speed up my agent. One was a database write. Here's what happened.

#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
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3 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
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
Decouple Your Agent Components with a Pub/Sub Event Bus
mukundakatta profile

Decouple Your Agent Components with a Pub/Sub Event Bus

#hermeschallenge #ai #python #agents
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5 min read
Per-Key Rate Limiting for Agent Tool Calls: Stop One User From Breaking Everything
mukundakatta profile

Per-Key Rate Limiting for Agent Tool Calls: Stop One User From Breaking Everything

#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
Single-Flight Batching: When Many Callers Need the Same LLM Response
mukundakatta profile

Single-Flight Batching: When Many Callers Need the Same LLM Response

#hermeschallenge #ai #python #agents
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6 min read
Stop Writing Tool Schemas by Hand: tool-schema-from-fn
mukundakatta profile

Stop Writing Tool Schemas by Hand: tool-schema-from-fn

#hermeschallenge #ai #python #agents
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6 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
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3 min read
agent-message-window: a sliding context window that never breaks a tool pair
mukundakatta profile

agent-message-window: a sliding context window that never breaks a tool pair

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