Prompt Engineering

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Designing Loops That Prompt Coding Agents: The Six I Actually Run

 🛠️Developer Tools

Who Owns the Loop?

 🤖AI  Content type: News  Content type: Blog

Let us replace community with AI

 🤖AI

Designing Memory for a Minimal Rust Coding Agent, Without a Vector Store

 Model Efficiency

Fable 5 monitored a production incident, found nothing, was off by 20x

 🛠️Developer Tools  Content type: Blog

Stack Overflow didn't just help AI learn to code

 🤖AI

Generation is cheap. The decisions are the artifact.

 Model Efficiency  Content type: Blog

ashp15205/guardian-runtime: A zero-latency, local-first runtime firewall for LLMs. Intercept every prompt and response locally to stop data leaks and runaway token costs.

 🐍Python  Content type: Code

A Portrait of the Software Engineer, 2031

 🛠️Developer Tools  Content type: News  Content type: Blog

Context Sculpting

 🔍AI Interpretability  Content type: Blog

I built a front-end web app to replace Obsidian/Roam Research at work

 📡RSS

vishal-dehurdle/state-harness: Runtime safety net for LLM agents. Detects token spirals, kills doomed tasks early, tells you exactly why. Rust core, Python SDK. pip install state-harness

 LLM Optimization  Content type: Code

Build a Zero-Cost Web Automation Pipeline With OpenRouter, OpenClaw, and MediaUse

 📡RSS

Bad MCP design cost your Agent 5× more tokens

 LLM Optimization  Content type: Discussion
Less-relevant results

Agents are getting phone numbers. The reason is not obvious

 🔒Cybersecurity  Content type: News

shadowresearch/auto-geo: The open-source GEO engine that gets your brand mentioned in ChatGPT, Claude, Gemini, Perplexity, and Grok. MIT, by Shadow.

 🔍AI Interpretability  Content type: Code
github.com··Hacker News

tigerless-labs/cost-xray: See what Claude Code and Codex actually send to the API — and what each part costs.

 LLM Optimization  Content type: Code
github.com··Hacker News

AI Story Engine — High-Intensity Strategic Simulation Test Report

 🔍AI Interpretability

TjWheeler/deep-memory: A GraphRAG implementation with a Vocabulary system to optimise AI integration

 LLM Optimization  Content type: Code
github.com··Hacker News

Anthropic's Fable Jailbreak (Circumvent safety nets)

 🔓Hacking  Content type: Code
github.com··Hacker News

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