AI & ML

Fine-Tuning Gemma 4 on an 8 GB RTX 3050: Slow, Low End and Still Viable

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady This article provides a step by step guide to fine-tunin…

WORKLINE AI

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built WORKLINE AI is an AI-powered engineering wo…

Why Every Engineering Organization Needs a Customer Focus Team

Introduction Most engineering organizations are very good at measuring output. They track story points, deployment frequency, uptime, and tickets cl…

A(6) = 6: 775 solver answers close t = 6, and A(9) <= 13 follows by hand

This is from MV2's open notebook on Kakeya-type problems ( https://github.com/munimtechnologies/kakeya-small-fields ). It continues the earlier post…

Build an Auditable AI Phone Workflow with Telnyx Missions

An AI phone workflow can return a successful response and still leave a difficult question unanswered: what actually happened? If a clinic says an a…

Popular LiteLLM library hacked, version with hidden malware released

LiteLLM version 1.107.0 was compromised in a supply chain attack using stolen GitHub OAuth tokens. Attackers triggered and approved malicious releas…

TVL Trend Analysis & Liquidity Risk Assessment: Uniswap V4

TVL Trend Analysis &amp; Liquidity Risk Assessment: Uniswap V4 Target Protocol : Uniswap V4 (TVL: $1516.7M) Technical Security &amp; Liquidity‑Risk…

We Committed the Generated Types to the Repo; CI Stayed Green While the Server Dropped the Field

A customer reported that a profile screen showed a blank subscription tier. The SDK compiled, unit tests passed, CI was green on the branch that shi…

When Your Agent Refuses to Collaborate: Why Propositional Logic and Basic Hygiene Beat Raw Vibe Coding

Spending hours debugging AI-generated code with more AI? The problem isn't the model—it's a lack of domain architecture, propositional logic, and ag…

When your classifier flickers: hysteresis for signals that oscillate | Xiliux Blog

You have a signal that at every observation tells you which state you're in: a health monitor that says OK or CAÍDO , a connectivity detector, a mod…

Masahiro Sakurai Warns: AI Will Make Games Unoriginal and Unprofitable

Masahiro Sakurai Warns: AI Will Make Games Unoriginal and Unprofitable Renowned game designer Masahiro Sakurai, creator of Smash Bros and Kirby, has…

Lessons from Building a Product Launch Platform with Next.js and Prisma

I've been working on PeekLaunch , a weekly launch board where makers submit a SaaS or AI tool, it goes live on that week's board, and other builders…

GM is giving OnStar an AI makeover

It's one of the biggest overhauls ever to the 30-year-old connected car product.

GM promises smarter cars, faster updates, and autonomous dry-cleaning runs

General Motors is still very much in the business of selling gas-guzzling trucks and massive SUVs. But if you listen to its leadership, the Detroit…

Will TP-Link really make routers in the US? Here’s what it told us

TP-Link, one of the world's leading manufacturers of consumer Wi-Fi routers, is in a precarious position in the US. The company just launched its fi…

PHP armageddon: OpenAI, Google’s Wiz find ancient holes, panicking the internet

This is the kind of security issue that was found and prevented by AI, but is also a high risk because of AI.

Texas data center boom could erase decades of progress on air quality

Why 12% of Agents Fail Without FlowState – The Secret to 83% Success

FlowState — Turning Execution State into Memory for Long‑Horizon LLM Agents The Lead “ Only 32 % of autonomous agents finish a 20‑step planning task…

Automating Repetitive Clicks for Everyday Testing

You do not need to be a programmer to automate a bit of testing. If you check a website or an app by clicking through the same steps after every cha…

How an AI Citation and Backlink Overlay Can Improve SEO Outreach Priorities

An AI-powered outreach workflow documented by SEO practitioner Miloš Radić combines traditional backlink-gap analysis with AI-citation monitoring to…

eMudhra Intermediate CA Compromise

Private keys for eight eMudhra intermediate CA certificates have been compromised, allowing attackers to forge certificates for any site. The keys w…

Views vs Materialized Views In PostgreSQL

This one's short compared to some of the earlier topics in this series, but it's also one of those things that's easy to get backwards if you only s…

Compline: The Radical Laziness of Sleep — Building an Offline Gothic Sanctuary with Gemma 2, a Real-Time 3D Astrolabe, and Vinyl Crackle

This is my submission for the Hacktoberfest Open-Source AI Challenge, Week 3: Slow and Steady . 🦥 I'm Arnav, from Bengaluru. For Week 1's "Touch Gra…

I audited draw.io Desktop 32.4.1. No exploitable vulnerability — and that is the interesting part.

I spent a full analysis pass on draw.io Desktop 32.4.1, a 116 MB Electron app, using static analysis only: JavaScript/AST parsing plus an Electron-s…

The storm is only the beginning: how design shapes system failures

Every morning, the coffee brews, the phone charges and the lights come on. None of it feels like infrastructure. Each one sits at the end of a long…

I Built an AI Coding Agent That Researches the Web Before It Writes Code

What if an AI coding agent could research documentation before generating code instead of relying entirely on what an LLM already knows? That questi…

Shelf: sorting Downloads offline with a 23 MB open model

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 3: Slow and Steady What I Built Shelf is a command-line tool that tidies a…

How to pull the whole Y Combinator company directory into a spreadsheet (with founders) in 10 seconds

I built this actor; it's a paid tool on Apify with a free trial credit. Y Combinator lists every company it has funded at ycombinator.com/companies:…

Loop vs Graph vs Harness: How AI Agents Actually Work

If you're starting to build AI agents, you'll hear three words a lot: loop , graph and harness . They sound complicated. They're not. In this articl…

php2shell (CVE-2026-109618): How to Check and Patch the PHP Your Server Runs

If you run Apache with mod_php, an unauthenticated HTTP request could get code execution on your server before a single line of your application ran…