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A Week in Production: What Your Agent Will Actually Break On
mukundakatta profile

A Week in Production: What Your Agent Will Actually Break On

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

100 Users, One LLM Call: Single-Flight Deduplication with llm-batch-coalesce

#hermeschallenge #ai #python #agents
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6 min read
When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain
mukundakatta profile

When Your LLM Provider Goes Down Mid-Demo: llm-fallback-chain

#hermeschallenge #ai #python #agents
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6 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
llm-circuit-breaker-py: Open the Circuit Before Your Agent Hammers a Down Provider
mukundakatta profile

llm-circuit-breaker-py: Open the Circuit Before Your Agent Hammers a Down Provider

#hermeschallenge #ai #python #agents
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5 min read
Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs
mukundakatta profile

Sliding Message Window for Agent Loops: Trim Context Without Splitting Tool Pairs

#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
Your Agent Doesn't Know When to Stop. Give It a Deadline.
mukundakatta profile

Your Agent Doesn't Know When to Stop. Give It a Deadline.

#hermeschallenge #ai #python #agents
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4 min read
Stop Generating Fresh UUIDs as Idempotency Keys
mukundakatta profile

Stop Generating Fresh UUIDs as Idempotency Keys

#hermeschallenge #ai #python #agents
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6 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
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
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
Monitor Your Agent's Health in Production
mukundakatta profile

Monitor Your Agent's Health in Production

#hermeschallenge #ai #python #agents
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7 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
Split Long Documents Into Overlapping Chunks Without Losing Context
mukundakatta profile

Split Long Documents Into Overlapping Chunks Without Losing Context

#hermeschallenge #ai #python #agents
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4 min read
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