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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Normalize Provider Error JSON So Your Agent Can Actually Handle Failures
mukundakatta profile

Normalize Provider Error JSON So Your Agent Can Actually Handle Failures

#hermeschallenge #ai #python #agents
Comments
3 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
Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels
mukundakatta profile

Composable Budget Caps for Agent Runs: Enforce Cost Limits at Multiple Levels

#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
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
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
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
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
Comments
4 min read
Stop Branching on Error Strings: A Closed Enum for Tool Exceptions
mukundakatta profile

Stop Branching on Error Strings: A Closed Enum for Tool Exceptions

#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
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
Building Production Multi-Agent Workflows in n8n: What 50 Deployments Taught Us
ankitdhiman profile

Building Production Multi-Agent Workflows in n8n: What 50 Deployments Taught Us

#n8n #automation #ai #productivity
Comments
4 min read
Thread a Run ID Through Every Agent Call So You Can Debug Anything
mukundakatta profile

Thread a Run ID Through Every Agent Call So You Can Debug Anything

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