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Stop sending your users' SSNs to the LLM
mukundakatta profile

Stop sending your users' SSNs to the LLM

#hermeschallenge #ai #python #agents
Comments
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
AgentSnap: Usage Tracking With Cost Aggregation for LLM Agents
mukundakatta profile

AgentSnap: Usage Tracking With Cost Aggregation for LLM Agents

#hermeschallenge #ai #python #agents
Comments
4 min read
Build Anthropic Content Blocks Without Wrestling With Dicts
mukundakatta profile

Build Anthropic Content Blocks Without Wrestling With Dicts

#hermeschallenge #ai #python #agents
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3 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
Comments
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
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
Comments
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
In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice
mukundakatta profile

In-Process LRU Cache for LLM Calls: Stop Paying for the Same Response Twice

#hermeschallenge #ai #python #agents
Comments
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
Comments
4 min read
LLM Jury: Get a Better Answer by Asking Multiple Models to Vote
mukundakatta profile

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

#hermeschallenge #ai #python #agents
Comments
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
Comments
6 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
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
Comments
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
Comments
4 min read
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