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Defending Against Prompt Injection in Python Agents
mukundakatta profile

Defending Against Prompt Injection in Python Agents

#hermeschallenge #ai #python #agents
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6 min read
Single-Flight LLM Calls: Coalesce 50 Concurrent Identical Requests Into One API Call
mukundakatta profile

Single-Flight LLM Calls: Coalesce 50 Concurrent Identical Requests Into One API Call

#hermeschallenge #ai #python #agents
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4 min read
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
Run Your Agent in Shadow Mode Before You Trust It With Production
mukundakatta profile

Run Your Agent in Shadow Mode Before You Trust It With Production

#hermeschallenge #ai #python #agents
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4 min read
agenttap: Wire-Level Prompt Introspection for LLM Agents
mukundakatta profile

agenttap: Wire-Level Prompt Introspection for LLM Agents

#hermeschallenge #ai #python #agents
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4 min read
Five Things to Do Before You Deploy Your Agent to Production
mukundakatta profile

Five Things to Do Before You Deploy Your Agent to Production

#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
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
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
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
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 Call Deduplication: Stop Your Agent from Doing the Same Thing Twice
mukundakatta profile

Tool Call Deduplication: Stop Your Agent from Doing the Same Thing Twice

#hermeschallenge #ai #python #agents
Comments
6 min read
llm-tool-arg-coerce: Coerce LLM Tool Args to Expected Types with a Function-Sig Shortcut
mukundakatta profile

llm-tool-arg-coerce: Coerce LLM Tool Args to Expected Types with a Function-Sig Shortcut

#hermeschallenge #ai #python #agents
Comments
5 min read
Composable Stop Conditions: Know When Your Agent Is Actually Done
mukundakatta profile

Composable Stop Conditions: Know When Your Agent Is Actually Done

#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
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