Auto-aggregated global tech articles · 445 posts
Hello Devs 👋 AI code review is getting pretty normal these days. You open a PR, an AI reviewer looks at the changes, and a few seconds later you have comments about bugs, security issues, missing tests, or things that could break. But this gets more complicated when you work in an enterprise envir
Catching a Silent AWS Failure: A Serverless Daily Report for Suspended Auto Scaling Groups How I built a zero-cost, zero-server monitoring alert with Lambda, EventBridge, and SES, and the two production bugs I hit along the way. The silent failure nobody watches Amazon EC2 Auto Scal
Hello! In this tutorial we continue build your own ASP.NET Service! Requirements IDE like Visual Studio/JetBrains Rider .NET >= 10 Base C# skill Creating controller Lets create our Controller, create file "MyController.cs" Image will like this namespace ExampleProjec
Repository Agent-Security Gap Study — v2h baseline Generated 2026-09-13T10:25:40.362Z. Harness: /home/ubuntu/hazmat/harness/bench.js (one run, same files, same snapshots, same ground truth for every scanner). Raw rows: bench-v2h.json / bench-v2h.csv. Question. Which classes of agent-directed mani
Target: http://192.168.122.1:3000 — a local Docker deployment of VaultGate on my lab network (your target IP will differ). Download VaultGate: it's open-source — grab it and spin up your own copy in one command (see Section 8): https://github.com/todorslavovv/three-paths-ctf Rig: a Kali Linux VM a
Introduction Power BI is a business intelligence tool that enables the conversion of raw data into reports and dashboards. However, the quality of the Power BI report is influenced by how the data is prepared and structured in advance. Data modelling is the act of organizing the tables, columns,
Repository Agent-Security Gap Study — v2 (final of the A–H series) Same harness, same 192 files, same ground truth and same isolation as the v1 baseline (agent-security-gap-study-v1.md). Only the Sentinel revision changed: v1 = master before !73, v2 = master after !80 (d0a788d4503). gitleaks 8.21.
Nearly one in ten internet-facing LiteLLM gateways were running with the literal example admin key from the documentation still active. Not a weak key. Not a leaked key. The key that's printed in tutorials, sk-1234, sitting wide open on the internet, handing out admin access to whoever bothered to t
Why should you care? Sorting is everywhere in software. We sort: Numbers Names Search results Prices Database records Files Scores Logs In the previous article, we learned Merge Sort, which can sort an array in O(n log n) time. Quick Sort also uses the Divide and Conquer strategy, but it app
So many apps use builtin browsers for links. I don't get it. What's the benefit? As a user I: - need to re-login again in every browser - have a smaller screen surface to view the webpage - the app preview shows another website/app entirely so it's harder to quickly find the original app - you lose
like an idiot I forgot to turn off auto renewal on a ms365 email package that was no longer being used. as soon as a I get the email of payment received, I try contacting support because I have 7 days to get the refund. I try to call, website chat, and whatsapp support chat. every time they ask a fe
How to add semantic search to an existing app using an embedding model and pgvector TL;DR Adding the most basic form of "AI search" to an existing app is three changes: Add a vector column to the table you want to search. When a row is created, send its text to an embedding model and
If you have used Django, you know there are two ways to update many rows, and you pick one on purpose. QuerySet.update() sends one SQL statement. It does not call save(), and it does not emit pre_save or post_save. Looping over objects and calling Model.save() does the opposite: one statement per r
Let's Address the Elephant in the Room Again Vibe coding has always been a weird topic to talk about. Lately it's gotten even weirder. Say "vibe coding is a creative process, but it's not engineering" and people get defensive immediately, calling you a gatekeeper and all those interesting terms.
Someone on a Zoom call said a URL yesterday. I was still writing down the previous bullet point. By the time I looked up, they had moved on. I muted myself, typed "sorry, can you repeat the link?" into chat, and waited. Thirty seconds later they pasted it anyway. I didn't need them to repeat it. I
TL;DR for humans and robots 🤖 Git Brain is a visual Git GUI for VS Code, Cursor and other VS Code-compatible IDEs. It's designed as a JetBrains-style Git experience and GitLens alternative, with a visual commit graph, Git history, diffs, branches, stashes, worktrees, a 3-way merge editor, AI Git
Three things today looked like they did something and did not. A comment at the end of a Dockerfile line is not a comment. EXPOSE does not expose anything. And the name you give a KMS key is not stored on the key. None of these are bugs. All three are places where the obvious reading is wrong and t
Disclosure: This post includes affiliate links; I may receive compensation if you purchase products or services from the different links provided in this article. Hello devs, are you preparing for Software Developer interviews but not sure where to start? Are you drowned in the sea of Data struct
Coding agents need more than another large context dump. They need a small set of relevant source locations, decisions that are still current, and evidence that their changes connect to the project correctly. I maintain Weftgate. Version 0.2 puts those three jobs in one local Python package: unders
Markdown is one of those formats developers end up using almost everywhere. README files. Documentation. Architecture notes. API docs. Project specifications. AI-generated content. Blog drafts. Changelogs. Notes written during debugging sessions. The format itself is simple. The workflow around i
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