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Composable Output Guardrails: Filter Agent Responses Before They Reach Users
mukundakatta profile

Composable Output Guardrails: Filter Agent Responses Before They Reach Users

#hermeschallenge #ai #python #agents
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4 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
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
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
Persist LLM Conversations Safely: JSONL, Redaction, and Encryption
mukundakatta profile

Persist LLM Conversations Safely: JSONL, Redaction, and Encryption

#hermeschallenge #ai #python #agents
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6 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
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
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
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
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
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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
Redact API Keys and Tokens From LLM Payloads Before They Leave Your Network
mukundakatta profile

Redact API Keys and Tokens From LLM Payloads Before They Leave Your Network

#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
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
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