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# 👻 GhostShell AI: A Haunted Terminal Powered by Local AI

Fri, 30 Oct 2026 16:56:45 GMT

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine.

What I Built

I built GhostShell AI, a haunted terminal powered by local AI. 👻

The idea is simple: instead of treating the terminal as just a develop

What Really Happens When You Type a URL and Press Enter?

Fri, 30 Oct 2026 16:56:28 GMT

Have you ever wondered what actually happens when you type https://example.com into your browser's address bar and press Enter?

At first glance, it seems like a simple operation. You enter a URL, press Enter, wait a few milliseconds, and a webpage appears.

But behind th

👻 GhostShell AI: A Digital Ghost Powered by Local AI

Fri, 30 Oct 2026 16:55:40 GMT

This is a submission for the Hacktoberfest Open-Source AI Challenge Week 4: Ghost in the Machine

What I Built

I built GhostShell AI, an offline AI-powered assistant with a mysterious

192.168.2.1 Not Working? Belkin Login and Two-Router Fix

Fri, 30 Oct 2026 16:54:54 GMT

192.168.2.1 is a private IPv4 address. Many Belkin routers use it as their default gateway, and people also assign it to a second router so it sits on its own subnet behind the first one. To open the admin page, connect to that router, go to http://192.168.2.1, and on many Belkin mod

What I learned trying to sell an app nobody has used

Fri, 30 Oct 2026 16:54:04 GMT

This summer I built Starling, a Chrome extension that drafts replies, quote posts and posts on X in your own voice. It learns how you write from your old posts, and nothing goes out until you press Post. Behind it there's a FastAPI backend, Stripe billing, an owner dashboard and about 5,500 autom

Identify Network Timeout Causes in Failure Alert APIs — Logs, Metrics, and Errors

Fri, 30 Oct 2026 16:54:03 GMT

Short answer: identify a network timeout by correlating three signals: timeout-shaped log entries, latency trends, and grouped errors. For a gaming experiment split by tenant cohort, the useful output is not “the API failed.” It is a rollback decision: did one cohort hit a shared upstream boundar

Node.js Webhook Retries: 5 Ways to Make 2026 Failure Alerts Safer to Roll Back

Fri, 30 Oct 2026 16:53:25 GMT

Retry failed webhooks with exponential backoff, a finite attempt budget, and a circuit breaker. For a B2B SaaS notification service, this keeps one bad receiver from becoming an alert storm and leaves a clean rollback path for the sending release.

Recent Updates to Galaxy Movies

Fri, 30 Oct 2026 16:52:47 GMT

I've spent some time recently improving Galaxy Movies. It's a movie and TV discovery app I've been building with Next.js.

A lot of the recent work has focused on making the experience smoother and cleaning up parts of the codebase.

Improving the watchlist

The watchlist no

Time-Based One-Time Passwords with HashiCorp Vault and Quarkus

Fri, 30 Oct 2026 16:51:22 GMT

Abstract

This article examines how the Time-Based One-Time Password algorithm (TOTP) can be delegated to the
TOTP secrets engine of HashiCorp Vault and consumed by a Quarkus application. It first recalls
the theoretical foundations of TOTP and the purpose of Vault. It then desc

Lab Tool or Loaded Weapon? The Dual-Use Reality of Agentic Pentest Frameworks

Fri, 30 Oct 2026 16:51:11 GMT

Every tool in my last two posts can find real vulnerabilities in systems you're allowed to test. Some of them can also exploit those vulnerabilities, pivot, and keep going, autonomously, at machine speed, against whatever you point them at. That second sentence is the whole problem.

UK competition watchdog opens antitrust probe into Meta terms for publishers and AI

Fri, 30 Oct 2026 16:49:39 GMT

Reviewing AI-written changes. The coun

8 BI and Data Viz Tools Developers Won't Fight Over

Fri, 30 Oct 2026 13:10:53 GMT

Every app accumulates a database full of numbers that nobody looks at, because "dashboard" sounds like a whole project. But modern self-serve analytics and visualization tools have gotten dramatically easier — several now connect to your Postgres with a link, let you drag out a chart in minutes,

CVE reachability with an LLM and a code graph

Fri, 30 Oct 2026 13:10:12 GMT

Asking a language model whether a CVE affects your code is easy. Deciding when not to believe the answer is the hard part.

On one real project we started with a hundred critical CVEs and went through them by hand. Seven or eight out of ten could not be reached from our code. That ratio com

Find the questions nobody answered on your YouTube channel, ranked by how many viewers want the answer

Fri, 30 Oct 2026 13:10:09 GMT

If your channel teaches something (a product, a library, a craft), the comment section is a support inbox nobody assigned. Questions pile up under tutorials, some get answered by other viewers, and the ones that matter most get buried. This post builds a weekly queue of unanswered questions: coll

CLAUDE.md vs shared memory for coding agents

Fri, 30 Oct 2026 13:09:53 GMT

Put instructions in CLAUDE.md and history in shared memory. CLAUDE.md
(or AGENTS.md) is loaded in full into every session, so it should hold short,
stable rules: how to build, conventions, where things live. Shared memory is
searched when it's needed,

The migration that kept running after the rollback

Fri, 30 Oct 2026 13:09:49 GMT

You push a deploy. The dashboard accepts it. Then nothing happens.

No error. No crash. No failed build log to read. Your live service keeps serving traffic happily, as if nothing is wrong. The deploy just sits in the queue, waiting for a worker that never picks it up.

That is what h

Google's AI Overviews Now Link Out More: A Free, Developer-Friendly Checklist to Get Cited

Fri, 30 Oct 2026 13:09:33 GMT

If an AI answer quotes your competitor instead of you, the problem is usually the page, not the algorithm.

On October 15, 2026, Google announced a set of updates to AI Mode and AI Overviews. The short version: Google says it is showing more inline