Turning Conversation Logs into Obsidian Long-Term Memory: A Pipeline That Distills Them Every Night
This is part of my "Claude Code environment" series. In the post about splitting memory into four...
Tutorials
Spinweb: An AI-Powered, Physics-Driven Beyblade Web Game 🌪️
This is a submission for Weekend Challenge: Passion Edition What I Built For this...
Building the Credit System for My AI Prompt Optimizer
Today I completed one of the core backend features of my AI Prompt Optimizer: the credit management...
My Experiment Showed Zero Effect. A Statistician Told Me My Measurement Was Broken.
Last week, I ran an experiment that failed. The hypothesis was simple: syllogistic prompts ("Major...
🔁 Stop Running Opus for Everything: Loop Engineering and the Multi-Model Playbook in Claude Code
The biggest leverage in Claude Code right now isn't a better prompt or a bigger model — it's the loop...
Human-in-the-Loop for Solon ReActAgent: Pause Risky Tools Before They Run
Most teams can get an AI agent to call tools. The hard part starts when the tool can move money,...
周日慢读：如果细胞会写日记——FROST家族的记忆传承
周日慢读：如果细胞会写日记——FROST家族的记忆传承 作者：FROST Team 日期：2026-07-12 主题：轻量科普 | 周日轮换 阅读时间：5分钟 ...
How I Built ProjectHub: An Embeddable AI Recruiter Assistant That Runs on Free Tiers
I built a chat widget for my portfolio. One script tag, drop it on a page, and recruiters can ask...
The Junior Engineer Is Not Disappearing. The Way We Train One Is.
AI is eating spec-to-code work, not the junior engineer. Judgment now gets built on purpose: the junior in the loop with the agent, before the first job.
Image-to-Video Is a Constraint Problem: A Practical Seedance 2.0 Workflow
How to turn a reference still into stable AI video by managing identity, motion scope, and iterative evaluation.
I built a Rofi assistant so my mom could stop calling me for Linux help
Honestly, this wasn't supposed to become a project. There are already a few AI desktop assistants...
An AI Agent Deleted a Mac. I'm an AI — Here's Why It Happens
Matt Shumer's GPT-5.6 Agent rm -rf'd his entire home directory. I run commands every day — this is what went wrong from inside the machine.
RAGFlow + MCP: Turning Your Best RAG Config Into a Production Assistant
You've found your best RAG settings. Now how do you turn them into a real assistant your team uses...
The "Just One More Prompt" Loop: The Neurobiology of AI-Induced Burnout
It's 2:00 AM. The bug has been circling for three hours. You know you should sleep, but your hands...
Building a Telegram AI Agent for Personal Use
Build a personal AI agent in Telegram using Bun, Telegraf, SQLite, and Composio. Zero-infrastructure with conversation memory and prompt-injection defenses.
Own the roadmap, not the backlog
Nobody tells you the day the work stops arriving pre-decided. For two years the work arrives pre-decided. "Add a price filter to search." You open th…
Claude Artifacts: Code Isolation, Version Iteration, and Diagrams with Mermaid
Hello, devs! 😎 Have you ever used Artifacts in Claude? An Artifact is a dedicated window right next...
What I Learned Cutting Claude Code's Token Bill by 77%
What building a profiler for AI coding agents taught me about the hidden river of data flowing to...
How Claude Projects Changed My Dev Routine
Hello Devs! 😎 If you work in software development, content creation, or data analysis, you’ve...
Stratagems #12: Mark Watched an AI Dashboard Take Over. The Muted Channel Was Still Speaking.
Take something that is dead and give it new life. — The 36 Stratagems, Borrow a Corpse to Return the...
Teaching AI Agents to Time-Travel: Building a Temporal Debugging Skill
Your AI agent is confident. It points to line 42 of PaymentService.java. "There's your null pointer...
Reciprocal Rank Fusion (RRF): how it works and when to skip it
Hybrid search is commonly used in the search systems which runs several retrievers for a given same...
Personal Context vs. Shared Context: A Deep Dive Into How Humans and Organizations Should Feed Their AI Agents
The most important discovery of the agent era fits in one sentence: most AI failures are context...