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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
Stop sending your users' SSNs to the LLM
mukundakatta profile

Stop sending your users' SSNs to the LLM

#hermeschallenge #ai #python #agents
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5 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
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
Rust: Check If Your Payload Fits a Model's Context Window Before You Send It
mukundakatta profile

Rust: Check If Your Payload Fits a Model's Context Window Before You Send It

#hermeschallenge #ai #rust #agents
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4 min read
When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy
mukundakatta profile

When the Model Says 'ASCENDING' and Your Enum Wants 'asc': tool-arg-fuzzy

#hermeschallenge #ai #python #agents
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5 min read
Render Tool Output as LLM-Friendly Markdown: Give the Model Readable Data, Not Raw JSON
mukundakatta profile

Render Tool Output as LLM-Friendly Markdown: Give the Model Readable Data, Not Raw JSON

#hermeschallenge #ai #python #agents
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5 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
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4 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
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4 min read
Strip Thinking Tags From LLM Output Before Sending to Users
mukundakatta profile

Strip Thinking Tags From LLM Output Before Sending to Users

#hermeschallenge #ai #python #agents
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4 min read
Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order
mukundakatta profile

Declarative Tool Prerequisites: Enforce Tool Ordering Before the Agent Calls in the Wrong Order

#hermeschallenge #ai #python #agents
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4 min read
Named Persona Registry: Keep Your Agent Identities Consistent Across Every Session
mukundakatta profile

Named Persona Registry: Keep Your Agent Identities Consistent Across Every Session

#hermeschallenge #ai #python #agents
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4 min read
Register Named Health Checks for Your Agent So You Know What's Broken
mukundakatta profile

Register Named Health Checks for Your Agent So You Know What's Broken

#hermeschallenge #ai #python #agents
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4 min read
Check Token Count Before You Hit the 413
mukundakatta profile

Check Token Count Before You Hit the 413

#hermeschallenge #ai #python #agents
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5 min read
In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic
mukundakatta profile

In-Process Pub/Sub for Agent Events: Decouple Your Observability From Your Logic

#hermeschallenge #ai #python #agents
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4 min read
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