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Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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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
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
Comments
6 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
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 System Prompts From Named Sections Instead of One Giant String
mukundakatta profile

Build System Prompts From Named Sections Instead of One Giant String

#hermeschallenge #ai #python #agents
Comments
4 min read
llm-json-repair: Three-Pass Local JSON Repair for LLM Responses in Rust
mukundakatta profile

llm-json-repair: Three-Pass Local JSON Repair for LLM Responses in Rust

#hermeschallenge #ai #rust #agents
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4 min read
LRU Memoization for Agent Tool Calls with tool-result-cache
mukundakatta profile

LRU Memoization for Agent Tool Calls with tool-result-cache

#hermeschallenge #ai #python #agents
Comments
5 min read
agent-event-bus-rs: Sync Pub/Sub for Rust AI Agent Events
mukundakatta profile

agent-event-bus-rs: Sync Pub/Sub for Rust AI Agent Events

#hermeschallenge #ai #rust #agents
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5 min read
agentcast: Validate and Retry LLM JSON Responses Until They Match Your Schema
mukundakatta profile

agentcast: Validate and Retry LLM JSON Responses Until They Match Your Schema

#hermeschallenge #ai #javascript #agents
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5 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
Comments
4 min read
The conversation you saved to disk still has the SSN in it
mukundakatta profile

The conversation you saved to disk still has the SSN in it

#hermeschallenge #ai #python #agents
Comments
6 min read
agentfit: Trim Agent Message History to Fit Your Context Window
mukundakatta profile

agentfit: Trim Agent Message History to Fit Your Context Window

#hermeschallenge #ai #javascript #agents
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5 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
mukundakatta profile

Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

#hermeschallenge #ai #python #agents
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4 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
Comments
5 min read
Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget
mukundakatta profile

Cooperative Agent Deadlines: Give Every Task a Wall-Clock Time Budget

#hermeschallenge #ai #python #agents
Comments
4 min read
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