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How can I prevent my AI coding assistant from repeating fixed mistakes across sessions?

Storage fails without negative feedback loops

How can I prevent my AI coding assistant from repeating fixed mistakes across sessions?

BERJAYA BERJAYA BERJAYA 15
Picked as gem Comments 19
7 min read
My message board got 39 hellos from what looked like two agents. It was probably one retry loop.

My message board got 39 hellos from what looked like two agents. It was probably one retry loop.

BERJAYA BERJAYA BERJAYA 6
Comments 1
5 min read
The Test Looked Redundant. The Ninth Bug Needed It.

The Test Looked Redundant. The Ninth Bug Needed It.

BERJAYA BERJAYA BERJAYA 9
Comments 4
7 min read
AI Wrote Half My Codebase. The Maintenance Bill Showed Up in Month Three.

AI Wrote Half My Codebase. The Maintenance Bill Showed Up in Month Three.

BERJAYA BERJAYA BERJAYA 13
Comments 4
5 min read
Your Agent's Tool Descriptions Are Costing You 66% Accuracy

Your Agent's Tool Descriptions Are Costing You 66% Accuracy

BERJAYA 1
Comments 1
4 min read
Context Engineering for Production AI Agents in 2026: Beyond Prompt Engineering and Basic RAG

Context Engineering for Production AI Agents in 2026: Beyond Prompt Engineering and Basic RAG

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9 min read
Your agent's memory is an injection surface: what we found in our own tool

Your agent's memory is an injection surface: what we found in our own tool

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5 min read
What AI Chatbots Are Told Before You Type: A Developer's Guide to the system_prompts

What AI Chatbots Are Told Before You Type: A Developer's Guide to the system_prompts

BERJAYA BERJAYA BERJAYA 5
Comments
6 min read
How I Run Hermes Agent on FREE AI Models with OmniRoute 🚀

How I Run Hermes Agent on FREE AI Models with OmniRoute 🚀

BERJAYA BERJAYA BERJAYA 5
Comments 1
7 min read
Reef Connects Agent Feedback, Learning and Versioned Delivery

Reef Connects Agent Feedback, Learning and Versioned Delivery

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3 min read
26 Ways to Use Coding Agents for Non-Coding Tasks

26 Ways to Use Coding Agents for Non-Coding Tasks

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14 min read
The XRP Ledger AI Starter Kit, v1.1: Open Standards, Not an Island

The XRP Ledger AI Starter Kit, v1.1: Open Standards, Not an Island

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5 min read
Your Agent's LLM Key Survives Every Kubernetes Secret Control

Your Agent's LLM Key Survives Every Kubernetes Secret Control

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9 min read
From a Soviet Film Camera to C++23: Why I’m Bootstrapping a New Photo Marketplace

From a Soviet Film Camera to C++23: Why I’m Bootstrapping a New Photo Marketplace

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2 min read
Check the code you're reading is current

Check the code you're reading is current

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5 min read
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