· software
When long chats change the code: context drift and hidden errors
How long chats quietly reshape the model I keep a live assistant thread open during tricky debugging sessions. At first I seed the conversation with stack deta...
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- · ai
⚙️ The AI Workflows That Save Me 10+ Hours a Week as a Developer
!Cover image for ⚙️ The AI Workflows That Save Me 10+ Hours a Week as a Developerhttps://media2.dev.to/dynamic/image/width=1000,height=420,fit=cover,gravity=aut...
- · ai
Why AI Agents Break in Production (And Why It’s Not a Prompt Problem)
AI Agents: From Demo‑Friendly to Production‑Problematic AI Agents often look great in demos. - Short tasks run smoothly. - The outputs feel intelligent. - Ever...
- · ai
Developer’s guide to multi-agent patterns in ADK
'DEC. 16, 2025
- · ai
Stop Claude Code from forgetting everything
Article URL: https://github.com/mutable-state-inc/ensue-skill Comments URL: https://news.ycombinator.com/item?id=46426624 Points: 6 Comments: 3...
- · ai
Mastering Claude’s Research Tool: A Practical Guide
markdown !CriticalMyndhttps://media2.dev.to/dynamic/image/width=50,height=50,fit=cover,gravity=auto,format=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2F...
- · ai
How to Facilitate Effective AI Programming
How to ensure your coding agent has the same context as you The post How to Facilitate Effective AI Programming appeared first on Towards Data Science....
- · ai
I Asked for a Parrot. The AI Gave Me a Crow and Set It Free.
I asked an AI model to generate a parrot. It confidently generated a crow. And then—metaphorically—set it free. > “Maine bola tota bana, isne kavva bana ke uda...
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Implementing Vibe Proving with Reinforcement Learning
How to make LLMs reason with verifiable, step-by-step logic Part 2 The post Implementing Vibe Proving with Reinforcement Learning appeared first on Towards Data...
- · ai
Giving AI Roles and Names
The Instability Problem Ask the same question to AI twice. You'll get different answers. Not wrong answers—just inconsistent. Different emphasis, different str...
- · ai
Prompt Engineering From First Principles: The Mechanics They Don't Teach You part-1
'Prompt‑Engineering Series – Part 1 The Foundations – How LLMs Really Work
- · ai
TOON for LLMs: A Benchmark Performance Analysis
Every API call you make with JSON is costing you more than you think I ran real‑world extractions using Gemini 2.5 Flash, and the results were startling: JSON...