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News
From a feature request to reviewed delivery: getting started with codex-sdlc
1+ hour, 43+ min ago (419+ words) A feature request involves more than writing code. Someone needs to clarify the requirements, coordinate the backend and frontend, check the result, and explain what is ready for review. I’ve been building codex-sdlc to give Codex a repeatable process for…...
An HTTP 200 is not a delivered job application
2+ hour, 42+ min ago (336+ words) Every auto-apply tool I have taken apart marks an application "sent" at the same moment: the instant it dispatches the click. That is a read-back of our own input, and it is the weakest signal in the whole pipeline. I…...
Why a PR walkthrough can pass validation and still be hard to read
5+ hour, 17+ min ago (770+ words) I made an HTML guide for reading pull requests. When I shared it with coworkers, the visual feedback was encouraging, but I still felt that parts were hard to follow. One person wanted to see the explanation before the code…...
I Blamed the Firewall for 48 Hours. localhost Resolved to IPv6 First
5+ hour, 19+ min ago (786+ words) This is a 48-hour field notebook, not a victory lap. I will show what I tried, what actually broke, and the small reproduction I wish I had run in the first hour. If you strip every product name out of…...
Why do Cursor and Claude Code both say connected to my memory server and still share nothing?
4+ hour, 52+ min ago (399+ words) Sharing memory across editors over MCP is a simple mechanism, and the trouble lives in the setup step around it. I checked six persistent memory systems, including the one I work on, for one thing: not whether they claim cross-IDE…...
I replaced most of a dev team with Claude Code to build a production e-commerce store. Here's what broke.
4+ hour, 59+ min ago (1066+ words) First post here. Figured a real project beats an introduction post, so: here's one, warts included. For a one-location boutique, that default breaks on two fronts. Cost first. License, annual renewal, integrator fees: add it up and you're close to…...
From AWS Security Hub to Client-Ready HTML: A Private AI Reporting Pipeline
5+ hour, 22+ min ago (1177+ words) Security scope: This walkthrough is for authorised defensive reporting in AWS accounts you own or operate. It uses only synthetic names and example paths. Do not place real customer findings, account identifiers, IP addresses, or internal hostnames into public examples....
The NSA published 17 pages on MCP security. Here it is as a checklist you can run today
5+ hour, 37+ min ago (358+ words) For years, government AI guidance stayed at the level of "secure your AI systems" which is about as actionable as "drive carefully". In May that changed. The NSA Artificial Intelligence Security Center published a Cybersecurity Information Sheet on the Model…...
A fake MCP server spent three months earning trust. The tells were there
5+ hour, 37+ min ago (169+ words) Three months of patience. Fake commit history, fake people, fake social proof. The old advice, check the GitHub profile, check the stars, dies exactly here. Every signal on that page was farmed on purpose. We pattern match fast. Active community,…...
Nobody Warns You the Data Engineering Interview Isn't About Data Engineering
6+ hour, 23+ min ago (343+ words) I've sat on both sides of the interview table more times than I can count. Here's the thing nobody tells you going in: the interview almost never tests what it claims to. You think it's testing SQL. It's testing whether…...