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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
Your Agent Is Calling That Tool Again: tool-loop-guard
mukundakatta profile

Your Agent Is Calling That Tool Again: tool-loop-guard

#hermeschallenge #ai #python #agents
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6 min read
Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls
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Stop Getting Surprise Bills: Pre-Flight Cost Checks for LLM Calls

#hermeschallenge #ai #python #agents
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4 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
Your Agent Loop Needs a Real Exit: llm-stop-conditions
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Your Agent Loop Needs a Real Exit: llm-stop-conditions

#hermeschallenge #ai #python #agents
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5 min read
Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over
mukundakatta profile

Checkpoint Your Agent Jobs So Crashes Don't Mean Starting Over

#hermeschallenge #ai #python #agents
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4 min read
My agent made a $400 mistake. I had no idea why. So I built a WHY layer.
mukundakatta profile

My agent made a $400 mistake. I had no idea why. So I built a WHY layer.

#hermeschallenge #ai #python #agents
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5 min read
Single-Flight Batching: When Many Callers Need the Same LLM Response
mukundakatta profile

Single-Flight Batching: When Many Callers Need the Same LLM Response

#hermeschallenge #ai #python #agents
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6 min read
Static Lint Rules for Your LLM Prompts (Before They Hit Production)
mukundakatta profile

Static Lint Rules for Your LLM Prompts (Before They Hit Production)

#hermeschallenge #ai #python #agents
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3 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
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
Detect Prompt Injection Before Your Agent Acts on It
mukundakatta profile

Detect Prompt Injection Before Your Agent Acts on It

#hermeschallenge #ai #python #agents
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4 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
prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs
mukundakatta profile

prompt-eval-rubric: Composable 0.0-1.0 Scoring Rubrics for LLM Outputs

#hermeschallenge #ai #python #agents
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6 min read
Split Long Documents Into Overlapping Chunks Without Losing Context
mukundakatta profile

Split Long Documents Into Overlapping Chunks Without Losing Context

#hermeschallenge #ai #python #agents
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4 min read
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