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Replay Every LLM Prompt Against a New Model Before You Migrate
mukundakatta profile

Replay Every LLM Prompt Against a New Model Before You Migrate

#hermeschallenge #ai #python #agents
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3 min read
LRU Memoization for Agent Tool Calls with tool-result-cache
mukundakatta profile

LRU Memoization for Agent Tool Calls with tool-result-cache

#hermeschallenge #ai #python #agents
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5 min read
Static Lint Rules for Your LLM Prompts (Before They Hit Production)
mukundakatta profile

Static Lint Rules for Your LLM Prompts (Before They Hit Production)

#hermeschallenge #ai #python #agents
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3 min read
Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent
mukundakatta profile

Token-Bucket Rate Limiting for LLM Calls: Don't 429 Your Own Agent

#hermeschallenge #ai #python #agents
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4 min read
How to Know When Your Agent Is Done (Before It Runs Forever)
mukundakatta profile

How to Know When Your Agent Is Done (Before It Runs Forever)

#hermeschallenge #ai #python #agents
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6 min read
I Built a Production-Grade Async Job Queue from Scratch — Here's Everything That Actually Happened
wolfraider profile

I Built a Production-Grade Async Job Queue from Scratch — Here's Everything That Actually Happened

#python #backend #redis #webdev
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15 min read
Building a Card Game AI with Reinforcement Learning — Implementation Details#2
hiyoyok profile

Building a Card Game AI with Reinforcement Learning — Implementation Details#2

#ai #python #googlecolab #rust
1
Comments
2 min read
I Got Tired of Forgetting. So I Built PwnLog.
toklas495 profile

I Got Tired of Forgetting. So I Built PwnLog.

#security #python #cybersecurity #opensource
7
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2 min read
Why 2026 Belongs to Agentic AI (And How to Build Your First Local Agent)
adityadwinugroho profile

Why 2026 Belongs to Agentic AI (And How to Build Your First Local Agent)

#ai #programming #python #opensource
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7 min read
When and How to Use the Anthropic Batch API in Your Agent
mukundakatta profile

When and How to Use the Anthropic Batch API in Your Agent

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