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LLM Jury: Get a Better Answer by Asking Multiple Models to Vote
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LLM Jury: Get a Better Answer by Asking Multiple Models to Vote

#hermeschallenge #ai #python #agents
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4 min read
Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users
mukundakatta profile

Rule-Based LLM Output Validation: Reject Bad Responses Before They Reach Your Users

#hermeschallenge #ai #python #agents
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5 min read
Step Through Your Agent's Failures Like a Debugger
mukundakatta profile

Step Through Your Agent's Failures Like a Debugger

#hermeschallenge #ai #python #agents
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4 min read
The WHY Layer: Log Why Your Agent Made Each Decision
mukundakatta profile

The WHY Layer: Log Why Your Agent Made Each Decision

#hermeschallenge #ai #python #agents
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4 min read
Persist Your Agent's Conversation History Without Rolling Your Own JSON
mukundakatta profile

Persist Your Agent's Conversation History Without Rolling Your Own JSON

#hermeschallenge #ai #python #agents
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4 min read
Structured Citations for LLM Agents: Track Where Every Claim Came From
mukundakatta profile

Structured Citations for LLM Agents: Track Where Every Claim Came From

#hermeschallenge #ai #python #agents
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4 min read
m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph
mukundakatta profile

m365-graph-incident-agent: AI-Powered Incident Triage via Microsoft Graph

#hermeschallenge #ai #python #agents
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5 min read
Normalize Provider Error JSON So Your Agent Can Actually Handle Failures
mukundakatta profile

Normalize Provider Error JSON So Your Agent Can Actually Handle Failures

#hermeschallenge #ai #python #agents
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3 min read
claude-cost: Cache-Aware Claude Cost Calculator for Rust (Anthropic API + Bedrock)
mukundakatta profile

claude-cost: Cache-Aware Claude Cost Calculator for Rust (Anthropic API + Bedrock)

#hermeschallenge #ai #rust #agents
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4 min read
agent-message-window: Slide Your Context Window Without Dropping Tool Calls
mukundakatta profile

agent-message-window: Slide Your Context Window Without Dropping Tool Calls

#hermeschallenge #ai #python #agents
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5 min read
Circuit Breaker for LLM Calls: Stop Hammering a Provider That Is Already Down
mukundakatta profile

Circuit Breaker for LLM Calls: Stop Hammering a Provider That Is Already Down

#hermeschallenge #ai #python #agents
Comments
4 min read
Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels
mukundakatta profile

Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels

#hermeschallenge #ai #python #agents
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4 min read
Self-Impose Rate Limits on Your Agent Before Your Provider Does
mukundakatta profile

Self-Impose Rate Limits on Your Agent Before Your Provider Does

#hermeschallenge #ai #python #agents
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6 min read
Per-Tool Timeouts: Stop One Slow API From Hanging Your Agent
mukundakatta profile

Per-Tool Timeouts: Stop One Slow API From Hanging Your Agent

#hermeschallenge #ai #python #agents
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4 min read
The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations
mukundakatta profile

The Simplest Stop Condition: A Hard Cap on Agent Loop Iterations

#hermeschallenge #ai #python #agents
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3 min read
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