73,049 dates through a numerology rule: mostly mod 9, and 33's rarity depends on when you reduce
The usual headline is that 33 is the rarest Life Path, about half a percent. Half a percent of what, reduced in which order? Change the order, to anot…
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Procedure for Modifying a SquashFS-Based Live Linux System
A Live Linux system such as SystemRescue generally has the following structure: ISO9660 ├── EFI/, boot/, syslinux/, grub/ ← Bootloader ├── vmlinuz ← K…
I Replaced My Coding Assistant with Kimi K3 for a Week. Here's What Every Developer Should Know
Artificial Intelligence models are improving so quickly that it's difficult to know which ones deserve your attention. One week it's GPT. The next it'…
I built an open-source, self-hostable Jira alternative — here's the stack
For the last while I've been building Spirex — a free, open-source, self-hostable alternative to Jira for agile engineering teams. It's now at a point…
Building an Automated Token Allowance Scanner: Detect and Revoke Risky ERC-20 Approvals with Python
The Hidden Risk in Your Wallet Every time you swap tokens on Uniswap or deposit into a DeFi protocol, you grant ERC-20 token allowances — permissions …
AI Coding Isn't Scary, But a Dozen AIs in One Group Chat Is
Back in July 2026, Hugging Face got hit by an autonomous intrusion launched from an AI model. Tens of thousands of attack logs flooded their security …
Review Multiple Coding Agents as a Queue of Evidence
Running several coding agents in parallel creates a review problem before it creates a compute problem. The bottleneck is rarely opening another termi…
Thinking. 1. **Analyze the Request:**
Format: Technical blog post. Language: English. Length: 600-1000 words. Structure: First line: ## + title. Blank line. Body. Tone: Direct, for experie…
Paving the wrong Path: What a Broken Government System Taught Me About Feedback Loops
Last year I was made redundant from an NHS role. Around the same time, the team I worked in got a "new system." Everything that used to live on paper …
How FaultBox helped me solve a storage corruption bug I couldn't reproduce
I was testing NodeDB-Lite and PageDB through a real memory-layer application built on top of them. NodeDB-Lite is the embedded form of NodeDB for loca…
Agentic Ledger: an open source flight recorder for AI agents (looking for testers and contributors)
I have been building an open source tool called Agentic Ledger and it just reached the point where I need more eyes on it than my own. This post is an…
Ego-Lite: The Open-Source Browser Built for Humans and AI Agents
Parallel Web Automation: Meet Ego-Lite AI coding agents are increasingly taking on web-based tasks—such as filing bug reports, checking deployment das…
MCPRadar: A Security Scanner Built for the MCP Ecosystem published: true tags: mcp, security, ai, opensource
Model Context Protocol servers have quickly become the connective tissue between AI agents and the outside world — file systems, databases, APIs, inte…
Your agent memory probably isn't portable. Here's the test that proves it.
There's a question every developer building with agent memory eventually asks, usually around month three, usually at an inconvenient hour: Where do m…
Your gRPC stream is "healthy" and serving nothing: synthetic monitoring for server-side streams
By Daniil Romashov — SRE/DevOps engineer. The tool described here is open source: github.com/youngpabl0/grpc-streams-checker (Apache-2.0). Uptime chec…
I’m Building an Open-Source Alternative to Intercom’s AI Assistant
Most modern SaaS products eventually need the same thing: A way for users to ask questions and get help without leaving the product. The traditional s…
I ported a knowledge-format (OKF) library to zero-dependency .NET — here's what I learned
If you can cat a file, you can read the knowledge base. If you can git clone a repo, you can ship it. No vector database to stand up, no proprietary e…
This Open-Source canvas replaced my file system
Built for OpenAI Build Week Aether Canvas What I Built Aether Canvas A spatial workspace that builds itself I built a workspace that reads your files …
Kimi K3 Is the Biggest Open-Weight Model Ever Shipped. Here's What Actually Matters.
A Beijing startup just out-shipped every US lab's open-weight strategy On July 16, Moonshot AI — the Alibaba-backed startup behind Kimi — put Kimi K3 …
Octo: When AI Coding Gets 10x Faster, How We Designed for the Collaboration Gap
AI coding tools have crossed a real threshold in the past year. Cursor and Windsurf count millions of active users. VS Code and JetBrains ship with bu…
We were cloning a copy
A product walkthrough needed a narrator: not a person, a synthesised voice reading a script over the screen recording. Simple enough on paper. We want…
A Disk Usage Alert Led Me Down the OpenStack Rabbit Hole
It Started With a Disk Usage Alert While going through our monitoring dashboards, I noticed that one of our backup object storage servers had been exp…
I Turned a Real Codex Sorting Bug Into a Skill Any Agent Can Discover
What should happen after an AI Agent spends time diagnosing and fixing a real problem? Today, the answer is usually: not much. The solution stays insi…
I Built a Job Search Agent That Scores 200 Jobs With Local AI -- Zero Cloud, Zero Cost
Job searching is tab hell. You open LinkedIn, Indeed, RemoteOK, Glassdoor. You re-read the same listings. You copy-paste the same cover letter. You pa…
GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure
GitOps for AI Agents: Treating Tool Configs and Memory Like Production Infrastructure Stop managing AI agent configurations as fragile scripts. Adopt …
Turn any PDF into clean Markdown with a self-hosted Docling API
Turn any PDF into clean Markdown with a self-hosted Docling API I kept hitting the same wall building LLM pipelines: PDFs are where clean data goes to…
I Built Something Good With AI. Now Some Developer Communities Don't Want to See It.
I recently tried to share an open-source project I've been working on called Open Vectorizer . It's a raster-to-SVG vectorization engine written in Ru…
How to Build and Debug MCP Servers for Claude Desktop in 5 Seconds 🔨
How to Build and Debug MCP Servers for Claude Desktop in 5 Seconds 🔨 Model Context Protocol (MCP) by Anthropic is rapidly becoming the open standard f…
Openship: Your Deployment Tool Shouldn't Compete With Your App for RAM
The self-hosted PaaS drawer is not empty. Coolify, Dokploy, CapRover, Dokku, Kamal. If you have wanted a Heroku you actually own, someone has already …
Image-layer prompt injection: measuring a defense across 108,015 samples
Most prompt injection defenses guard the text prompt. They inspect the user's message, sometimes the retrieved documents, and they assume everything e…