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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
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
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
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
Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format
mukundakatta profile

Format Tool Output for LLMs Before It Becomes a Tool Result: tool-output-format

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

Build a Metrics Dashboard for Your Python Agent in 50 Lines

#hermeschallenge #ai #python #agents
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6 min read
Replay Every LLM Prompt Against a New Model Before You Migrate
mukundakatta profile

Replay Every LLM Prompt Against a New Model Before You Migrate

#hermeschallenge #ai #python #agents
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3 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
Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer
mukundakatta profile

Keep Your Anthropic Prompt Cache Alive With prompt-cache-warmer

#hermeschallenge #ai #python #agents
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5 min read
llm-fallback-chain: Ordered Provider Failover for LLM Calls
mukundakatta profile

llm-fallback-chain: Ordered Provider Failover for LLM Calls

#hermeschallenge #ai #python #agents
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5 min read
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
mukundakatta profile

prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs

#hermeschallenge #ai #python #agents
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6 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
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
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
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