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Why Your Bedrock Cost Estimate Was Wrong: Cross-Region Inference Multipliers
mukundakatta profile

Why Your Bedrock Cost Estimate Was Wrong: Cross-Region Inference Multipliers

#hermeschallenge #ai #rust #agents
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5 min read
tool-secret-scrubber: Strip Secrets from Tool Logs Before They Reach Your LLM
mukundakatta profile

tool-secret-scrubber: Strip Secrets from Tool Logs Before They Reach Your LLM

#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
Ordered Provider Failover: Try Anthropic, Fall Back to OpenAI, Then Gemini
mukundakatta profile

Ordered Provider Failover: Try Anthropic, Fall Back to OpenAI, Then Gemini

#hermeschallenge #ai #python #agents
Comments
4 min read
VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free
mukundakatta profile

VCR-Style Record/Replay for LLM Tests: Make Your Agent Tests Deterministic and Free

#hermeschallenge #ai #python #agents
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4 min read
Multi-Provider Streaming Chunk Reassembly: Collect an LLM Stream Into a Complete Response
mukundakatta profile

Multi-Provider Streaming Chunk Reassembly: Collect an LLM Stream Into a Complete Response

#hermeschallenge #ai #python #agents
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4 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
Comments
4 min read
Fix Bad Structured Output by Feeding the Error Back to the Model
mukundakatta profile

Fix Bad Structured Output by Feeding the Error Back to the Model

#hermeschallenge #ai #python #agents
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4 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
Stop Branching on Error Strings: A Closed Enum for Tool Exceptions
mukundakatta profile

Stop Branching on Error Strings: A Closed Enum for Tool Exceptions

#hermeschallenge #ai #python #agents
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4 min read
Fast Heuristic Token Counter: Know Your Prompt Size Without Calling tiktoken
mukundakatta profile

Fast Heuristic Token Counter: Know Your Prompt Size Without Calling tiktoken

#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
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
PII Redaction Before LLM Calls: Keep User Data Out of Your Prompt Logs
mukundakatta profile

PII Redaction Before LLM Calls: Keep User Data Out of Your Prompt Logs

#hermeschallenge #ai #python #agents
Comments
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
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