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tool-output-format: Render Tool Results as LLM-Friendly Markdown
mukundakatta profile

tool-output-format: Render Tool Results as LLM-Friendly Markdown

#hermeschallenge #ai #python #agents
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5 min read
agent-replay-trace: step through JSONL agent traces for debugging
mukundakatta profile

agent-replay-trace: step through JSONL agent traces for debugging

#hermeschallenge #ai #python #agents
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5 min read
Two Copies of the Tool List, One Agent That Broke: agent-fn-registry
mukundakatta profile

Two Copies of the Tool List, One Agent That Broke: agent-fn-registry

#hermeschallenge #ai #python #agents
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7 min read
The $12 LLM Call Nobody Saw Coming: llm-cost-cap
mukundakatta profile

The $12 LLM Call Nobody Saw Coming: llm-cost-cap

#hermeschallenge #ai #python #agents
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5 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
Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice
mukundakatta profile

Session-Scoped Tool Call Deduplication: Stop Your Agent From Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
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4 min read
Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits
mukundakatta profile

Pre-Warm Your Anthropic Prompt Cache Before the Traffic Hits

#hermeschallenge #ai #python #agents
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4 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
I thought shadow mode was on. It wasn't. 400 emails later I built agent-shadow-mode.
mukundakatta profile

I thought shadow mode was on. It wasn't. 400 emails later I built agent-shadow-mode.

#hermeschallenge #ai #python #agents
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6 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
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
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
PII in Your Prompt Logs Is a Liability: Redact Before You Send
mukundakatta profile

PII in Your Prompt Logs Is a Liability: Redact Before You Send

#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
Building a Card Game AI with Reinforcement Learning — Implementation Details#2
hiyoyok profile

Building a Card Game AI with Reinforcement Learning — Implementation Details#2

#ai #python #googlecolab #rust
1
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2 min read
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