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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
Comments
4 min read
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
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
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
Comments
5 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
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
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
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
Comments
6 min read
Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls
mukundakatta profile

Give Your Agent a Scratchpad: Keyed In-Memory Notes Between Tool Calls

#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
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
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
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
Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters
mukundakatta profile

Fill Missing Tool Args From Schema Defaults: Stop Your Agent From Omitting Optional Parameters

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