DevOps

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…

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…

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…

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…

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 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…

Why is GitOps so good?

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…

Listify AI — Create Better Product Listings with Open-Weight AI

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Meet Listify AI, an AI-powered web application…

Rewatch: finds the patterns in your journal with Gemma 4, fully local

This is a submission for the Hacktoberfest Open-Source AI Challenge, Week 2: Side Hustle . What I Built Rewatch reads your journal and shows you the…

CAUSEWEFT: What happens when your business information contradicts itself?

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 2: Side Hustle What I Built Your business changed. Did every document get t…

Self-Host Plausible Community Edition with Docker

Plausible Community Edition is a self-hosted, cookie-free analytics stack. The same product family powers Plausible Cloud , and CE is the free, AGPL…

The Exact Stack I Use to Build Production AI Agents (No Fluff)

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…

AI-Assisted VoIP Call Center Ops: Claude Hooks & Incident KB

AI-Assisted VoIP Call Center Ops: Claude Hooks & Incident KB Route inbound calls to the right agent queue in real time, auto-resolve carrier cod…

95% recall, 80% answers: what LongMemEval retrieval scores don't tell you

Memory layers for AI agents love to quote LongMemEval. You will see 94%, 95%, 96%. Those numbers are real, but they usually measure retrieval: was o…

TenderLens: Turning WhatsApp & Gemma into an Autonomous Bid Assistant for Contractors

This article is submitted for the **Hacktoberfest Open-Source AI Challenge: Week 2 (Side Hustle) . Target Categories: **Overall Winner , **Best Use…

Your Voice Agent Is Not Working Until the Business Outcome Is Proven

A Voice Agent Is Not Working Until the Business Outcome Is Proven Most voice-agent dashboards answer the easiest questions: Was the call connected?…