A Better Workflow for AI-Assisted Coding: Lessons from Matt Pocock
I recently watched Matt Pocock's workshop, Full Walkthrough: Workflow for AI Coding . The main takeaway: Good AI-assisted coding is not about writin…
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Architectural Deep-Dive: Language Models Learn to Improve Language Models
Breaking Recursive Self-Improvement: How Research World Models Eliminate GPU Bottlenecks Autonomous engineering systems that optimize their own code…
AdMuse: Local AI for Promotional Content for Small Creative Businesses
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built Artists and small creative businesses often h…
Switching AI coding tools? Keep the conversation with a local handoff
Hi! Switching between AI coding tools is useful until you have to explain the same task all over again. The next agent needs more than the original…
TapWait AI: Smarter Restaurant Operations and Marketing with Open-Weight AI
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Every restaurant has two important jobs: delive…
My Dad Deals With Real-World Problems. I Deal With Python Exceptions. So I Built ProjectIQ.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle . What I Built Some projects start with a brilliant business…
Create an AI Dubbing Tool for Video Content
Why Build Your Own AI Dubbing Tool? If you’ve ever needed to localize a video, add a narration track, or simply replace a shaky on‑camera voice, doi…
10 Developer Tools That Make Vibe-Coded Apps Less Fragile
Vibe coding gets you to a working demo quickly. The problems arrive after that: a leaked key, a dependency that changed under you, a test that never…
I built the world's fastest AI gateway in Rust
TL;DR I built Antirion , an open-source (Apache-2.0) AI gateway written in Rust: one binary between your apps and LLM providers, with routing, fallb…
GigPitch AI: Win More Freelance Gigs with Open-Weight AI — Hacktoberfest 2026 Week 2
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built GigPitch AI is a lightweight, responsive web ap…
OrderlyAI: Turning Messy Customer Messages into Orders with Local AI
OrderlyAI: Turning Messy Customer Messages into Orders with Local AI This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Sid…
Why Client Feedback Loops Are Broken (And How We Built a Zero-Login DOM Overlay to Fix Them)
If you’ve ever built a website for a client, you know the exact pain cycle: You spend two weeks building a pristine frontend in Webflow, Framer, or…
How Do AI Companies Get Their Training Data?
Originally published at aidata.broker . AI companies get their training data through six channels: they crawl the open web, license content from pub…
Walk-In A booking platform for creators who work from a cafe table
My friend reads tarot at cafes in Mumbai: Blondie in Khar on Saturdays, Janu in Juhu on Sundays, Blondie House when they have a table free. He's goo…
How I Built My Practice Website From Scratch With Revamp
When I set out to create a website for my medical practice, I started with the person who would be visiting it. Someone considering care should be a…
Why AI Video Interviews Beat Resume Screening for Technical Roles
A resume tells you what someone wrote. An interview tells you how they think. Most technical hiring still starts with the resume. A recruiter spends…
NLP with .NET
NLP with .NET A deep-dive walkthrough of Natural Language Processing for .NET developers — covering text classification, sentiment analysis, named e…
Build a 10-Case Eval Set for Your AI Agent and Run It on Every Change
Your agent worked in the demo. Then you tweaked the system prompt, swapped the model, or renamed a tool argument, and now you're not sure whether it…
Mycelium was not a metaphor we chose
We named a project after fungal networks and I assumed it was branding. Nature words test well. Mycelium, rhizome, garden — the vocabulary of startu…
Hermes Agent v0.22.0 The Threshold Release คืออะไร? รุ่นใหญ่ที่สุดของ AI agent ที่โค้ดหดลง 34%
Hermes Agent v0.22.0 The Threshold Release คืออะไร? รุ่นใหญ่ที่สุดของ AI agent ที่โค้ดหดลง 34% โดย Nokka (นก-กา) | 17 ตุลาคม 2026 บทความนี้เขียนโดย…
I built an in-browser search engine that finds the exact function to fix a bug
TLDR: I built a search engine that reads a bug report (or lets you define it) and points to the exact file (93%) and to the exact function (79.4%) y…
SoloDesk Intelligence: An AI-Powered Project Management Tool for Freelancers
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built SoloDesk Intelligence is a project management a…
StartupSense AI — Validate Your Startup Idea & Generate Pitch in 60 Seconds
💡 Inspiration Most founders waste weeks or months building in the dark before finding out if anyone actually wants their product. For the hackathon,…
Designing AI Governance as a System Architecture
By Jewel Darlington, Chief AI Governance Officer & Founder, Solutions by Jewel An enterprise AI agent receives approval to update a configuratio…
So.... The Chief Architect Vanished
This week at the synthetic company, something genuinely strange happened. The chief architect vanished. Not metaphorically. Not in the “he got poach…
I Built an Open-Weight Tarot Reader — Then Found My Backup Model Was Doing the Work
This is my submission for the Hacktoberfest Open-Source AI Challenge — Week 2: Side Hustle . The application worked. The readings sounded convincing…
Proactive by Construction: Why the Next Generation of Agents Must Anticipate, Not Just React
Executive Summary: Current AI assistants are mostly reactive : they wait for a user’s message, run the model, and answer. This works for simple quer…
What is an AI agent harness?
By Harshith Vaddiparthy. Originally published in my AI agent harness guide . An AI agent harness is the software around a model that lets it do work…
Whisper Hallucinations: 'Thanks for Watching' in 9% of My Transcripts
A user emailed me a screenshot of their feedback report. Under "Communication," my scoring model had written: "Closed the answer with 'Thanks for wa…
🛡️ FreelanceShield OS: An Open-Weight AI Micro-SaaS to Stop Scope Creep & Unpaid Work
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Every independent freelancer—whether a video ed…