Self-Hosted LLM Guide: Setup, Tools & Cost Comparison (2026)
Enterprise spending on LLMs has exploded. Model API costs alone doubled to $8.4 billion in 2025, and 72% of companies plan to increase their AI budget…
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🚀 Introducing AI Codebase Analyst: Understand Any GitHub Repository in Under 60 Seconds
🚀 AI Codebase Analyst: Understand Any GitHub Repository in Under 60 Seconds Ever spent hours digging through a new GitHub repository just to understan…
HTTPX Project at Risk: How Maintainer Disengagement and Security Concerns Threaten Its Future
Current State of HTTPX: Signs of Stagnation The HTTPX project, once a thriving initiative, now shows clear signs of maintainer disengagement, kinda ca…
I built a self-hosted cloud that installs in ONE command (Nextcloud alternative)
Tired of paying for Google Drive or Dropbox? Cloud Shakes is an open-source, self-hosted private cloud — your files, your server, your rules. ⭐ WebSit…
How API Data Bloat is Ruining Your AI Agents (And How I Cut Token Usage by 98% in Python)
If you are building autonomous AI agents right now using OpenAI, Anthropic, or local models, you have probably run into the exact same wall I did. You…
The Missing Protocol: How BFCP Unlocked Dual-Monitor Conferencing for Enterprise Room Systems
Enterprise room systems like Polycom and Lifesize support dual monitors — one for video, one for screen share. But when they joined a web conference t…
NebulaPicker: A Self-Hosted App to Easily Generate Filtered RSS Feeds
RSS is still one of the best ways to follow websites without relying on algorithms or centralized platforms. But if you follow many feeds, the signal-…
Luminary: Week 2 — Building the Core
Welcome back to another week of work on the luminary project, for those of us who are new here, welcome again and you might ask; What is Luminary Lumi…
Mastering ADV Development with GOKI2: Manage Character Assets, Audio Paths, and Dialogues Like a Pro
Download If you are interested, you can download the latest environment from the link in the Avalanches-Release2.x.y.y.zip in Assets from the release …
50 Hours Building a Next.js Boilerplate So You Can Ship in 30 Minutes!
Next.js Boilerplate: The Ultimate SaaS Starter Kit Looking for the best Next.js Boilerplate to launch your next project? You've found it. This product…
I built a framework that gives Claude Code 11 specialist agents and structured multi-agent review
The problem Most AI-assisted coding today is "vibe coding" — you prompt, the AI writes, you accept. No review. No independent evaluation. No captured …
HuntOS: an automated job application tool; and my experience vibe coding
A few months ago, a close friend of mine lost his job. The kicker? He wasn't just laid off; he was essentially replaced by an AI programming agent. It…
I Discovered the Ultimate Multi-Agent Coding Setup with Budget Controls 🔥
Your team uses Claude Code for refactoring. Cursor for autocomplete. GitHub Copilot for quick fixes. All good tools. Then the bill arrives. This is th…
A 13MB Cursor Monitor: AppKit, Undocumented APIs, Zero Dependencies
My company recently started supporting Cursor, so I jumped in. But checking usage meant opening the dashboard every time — and if Max mode was on with…
Skill-Driven Development: Transferring your Craft to AI Agents
Every project has its own way of doing things — migration patterns, transaction handling, deployment quirks, that one PDF template workflow nobody wan…
Real-Time Video Anonymization at 30 FPS on a $35 Computer
Most privacy pipelines I encountered before building PrivacyGuard shared the same assumption: you have a server. They pipe video frames to the cloud, …
Mansão Maromba Distribution Radar
Overview The Mansão Maromba Distribution Radar is an opinionated reference project that turns Notion into the source of truth for distribution mapping…