AI & ML

RedactProof & Review: Zero-Cloud Contract Auditing for Freelancers

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built RedactProof & Review is an offline, privacy…

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…

xtty: opening a second SSH shell without repeating the setup

I'm the developer of xtty, a terminal for macOS. Its focus is the setup work between commands: opening saved hosts, starting another remote shell, a…

Raw HTML vs Rendered: A Quick Check of What Crawlers Actually Read on Your Homepage

Owners often ask why a search engine or an AI assistant describes their business strangely, or not at all. One common, boring cause: the words on th…

Listing Lens: product photos in, marketplace listing out, all on your laptop

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Listing Lens is for people who sell things onli…

Setting Up ElevenLabs API: From Zero to Production

Why ElevenLabs is a Game‑Changer for Voice AI If you’ve been dabbling in text‑to‑speech (TTS) or voice cloning, you know the pain points: low‑qualit…

Claude Code Added GZIP in 2026. Why Not Brotli?

A developer captured a Claude Code API request that was 594,750 bytes . After GZIP compression, the body was 289,145 bytes . That's about 51% less d…

Ledger Room: I built a local invoice sorter, then measured exactly what the privacy costs

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Ledger turns a folder of invoices and receipts…

ClaimReady: a local-AI claims workbench for hospital front desks

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built ClaimReady is a claims workbench for hospital f…

Phone Number Parsing 101: What Area Codes Like 785 Actually Tell You

If you've ever built a signup form, you know phone numbers are deceptively tricky. Users type them a dozen different ways, and your validator has to…

Why we treat chat as a product, not a channel

Most creators who sell a paid community run it on rented tools. The payment goes through Stripe or Gumroad, the conversation happens in WhatsApp or…

Keep Prices Out of the Model: A Rate-Freshness Guard for Jewellery WhatsApp Assistants

A WhatsApp assistant for an Indian jewellery store will be asked about prices constantly. Today's rate, making charges, the cost of a design in a gi…

Verisign .com Domain Name Registry Consumer Class Action

Show HN: Strot – Compile an LLM's intent once, run decisions locally forever

Do Not Refresh Declining Content Until You Diagnose the Loss

Do Not Refresh Declining Content Until You Diagnose the Loss A page loses clicks. The instinctive response is to update the introduction, add a few…

ArchiveRescue — Restore Old Documents with Open-Source AI

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built I built ArchiveRescue , a tool that helps resto…

GitHub Portfolio for Self-Taught Developers: Prove Your Skills Without a Degree

Quick Answer: How Can a Self-Taught Developer Prove Their Skills on GitHub? A GitHub portfolio helps self-taught developers demonstrate their coding…

Model Allergens as Data, Not Label Text: Material Flags, Line State and Changeover Gates in a Food ERP

By Isaac Muthui, CEO, Tamalaki Business Network Ltd. Originally published at factoraerp.com . In a lot of factory systems, allergens live in exactly…

How We Used FalkorDB to Make a Security Alert Explain Itself

Our entry for Graph Hacks by WeMakeDevs × FalkorDB The problem: an alert with no context A security analyst might see hundreds of alerts a day. One…

Installed, but nothing shows": building an install check for a third-party widget

Any product that ships a <script> tag for customers to paste into their site gets the same support ticket: "I installed it, but nothing shows.…

I Scored 99.983%ile in JEE Math, and I Barely Used a Timetable. Here is What I Did Instead.

I recently cleared my 12th boards with a 92.8% and scored a 99.983%ile in JEE Mathematics. When people hear that Math score, they assume I had this…

I Committed 518,000 Lines in 30 Days. Production Kept 235,000.

Originally published on my blog — read it there with the full context, code and updates . Last week I did something I almost never bother to do: I c…

PostgreSQL Constraint Naming Convention: Which Pattern to Use, and How to Find the Names That Drifted

Disclosure: I build Schemity , a desktop ERD tool - this post is from our blog and uses it for the examples. TL;DR: Use the pattern PostgreSQL alrea…

DocumentIO — Building a Unified API for 7 Document Formats in C#

DocumentIO — Building a Unified API for 7 Document Formats in C This is part of my series on building the VNML Agent Framework — a 100% local agenti…

VALGRAPH

Building VALOGRAPH: Real-Time Valorant Tactical Graph Intelligence & Persistent Agent Memory with FalkorDB and Groq Competitive gaming moves in…

A response to claims about flatpak being insecure

GitLab CE vs Forgejo: Self-Hosted Git on Docker, Measured

GitLab CE and Forgejo both give you a private Git server with issues, code review, CI and a container registry. They sit at opposite ends of the wei…

The newest deploy is almost never the cause. So I gave on-call a graph.

The newest deploy is almost never the cause. So I gave on-call a graph. (On-call Brain, Graph Hacks by WeMakeDevs x FalkorDB) It's 3 am. Your phone…

How to Choose Project Management Software for Complex Work

When work is scattered across task lists, spreadsheets, chats, and documents, teams lose context and reporting becomes manual. Choosing a project ma…

The Overlooked Reason Your RAG Pipeline Keeps Returning Garbage

I spend a lot of time in the AI space -- reading papers, building things, talking to engineers who are actually shipping. And there is a gap between…