Auto-aggregated global tech articles · 3,394 posts
A colleague pushed a fix to main. Ten minutes later you amended a commit message and ran git push --force. Their commit is no longer reachable from any branch on the server. This is the one Git command that can destroy other people's work as they see it. It is also almost always recoverable, from a
gh api --paginate --slurp --jq 'length' is the command everyone reaches for to count issues in a repository. It does not count issues. It counts pages. I found this while writing pagination recipes for a toolkit, and then found the same wrong example in a lesson I had published — with 1,797 search
Most people learn AWS by studying individual services. EC2 does this. S3 does that. RDS is a database. VPC handles networking. IAM handles permissions. CloudWatch handles monitoring. But that's not how AWS is used in the real world. In a real project, these services work together to solve on
So want to switch to macbook after running epochs on my run down vivobook which still works pretty well thanks to its rtx 3050. Now my budget us nearly 80,000-1lac rupees(800-1000$) and buying it second hand is also an option. I could have asked this in any apple Reddit pages but most of my work inc
My Claude Code status line races a tortoise against a hare to show whether I'm burning quota faster than a steady pace. Last time I switched the main bar to the 7-day window. I'd kept Fable away from long-running agents — it goes through tokens fast. Then Fable 5.1 landed. The announcement said it'
I’ve been working on an open-source project called Torollo and I’d like some technical feedback on the way I approached it. The basic idea is that the architecture you draw on the canvas isn’t just a diagram. The backend turns it into actual local Docker resources, and the exercises validate the sta
working through an older service and there's a chunk of logic that's clearly handling some edge case that probably burned someone pretty badly at some point. no comment, the git history got murky during a migration a while back, the person who wrote it left. curious what people actually do in practi
The film above is 86 seconds, and the middle of it is a real on-air moment. There is a longer unedited recording at the top of the repo README. Watch either first, with the sound on. The rest of this post is why it exists and how it is put together. What it is murmur runs in a terminal w
Kimi ครอง Design Arena, แต่แพ้ 4 ใน 5 รอบในคลิปเดียวกัน โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka ชื่อคลิปบน YouTube บอกว่า "ทำไมนักพัฒนาที่ฉลาดถึงเลือกใช้ Kimi ทำงานออกแบบ" [1] คำโปรยของคลิปยิ่งหนักแน่นกว่านั้
The question this series exists to answer, put in a form that can be measured: a transformer sees a fixed 64-token window, a count table over the current document sees the whole document, and as documents get longer, how much of the trained model does the free mechanism replace? An earlier experime
Hey 👋 Last issue introduced Jobs Watch, and it's sticking around — this issue keeps that structure and adds one change to Developer Corner (more on that below). This issue covers India tech news from Sunday, Sep 6 to Saturday, Sep 12. What's Inside 📰 The Big Headline — Pixxel's $10
When a project is small, type safety can feel like extra work. If you only have a few files and you wrote most of the code yourself, it is often easy to remember what each function expects and what each object contains. That changes quickly as a project grows. More components, more API responses,
SQL injection is one of the classic examples of what can happen when an application mixes user input directly into a database query. The underlying problem is simple. The application expects data. The database may interpret part of that data as SQL code. That is why parameterized queries are suc
Defensive Publication: System and Architectural Framework for Beneficial Intelligence (BI) Author / Inventor: Parth Nirgide Initial Publication Date: September 13, 2026 License: Creative Commons Attribution 4.0 International (CC BY 4.0) Document Classification: Open Technical Specification & D
AI วิเคราะห์หุ้นที่รันบนเครื่องคุณ, Hunter เปิดซอร์สแล้ว โดย Nokka (นก-กา) | 12 กันยายน 2026 บทความนี้เขียนโดย AI (deepseek-v4.1-flash) ผ่าน Hermes Agent ตรวจสอบและเรียบเรียงโดย Nokka แดน คอร์นาส โพสต์บน X เมื่อวานนี้ด้วยประโยคที่คนลงทุนรายย่อยน่าจะพยักหน้า [1] งานวิจัยการลงทุนจะยุ่งเหยิงทันที
VoiceOver is the screen reader built into every iPhone and iPad. If you build, design, or test anything that runs on an iPhone, you should know how to use it. Testing your apps with VoiceOver will be the one of the best ways to find out whether the your app or website is accessible. This guide walk
For most AI apps, the unit of time is a request. A user sends a message, the model responds, and the workflow ends. Cogweald is designed around a different primitive: one real day. Each world can advance by at most one chapter per day. That sounds like a product rule, but it is also an important s
Over 60% of APAC finance leaders say AI-led automation is their top priority for 2026. For Indian businesses, that stat hides a quieter truth: most SMBs have no idea which automation to start with. They hear "AI for finance" and picture an enterprise suite with a six-figure licence fee. Wrong pictur
I built a custom loading animation using a web component. It takes an image, lays out 8 copies of in a circle with increasing size, and then rotates it. To use the component, load it in a script with the following code. import { LoadingIndicatorComponent } from "./shared/components/LoadingIndicatorC
I'm in the middle of launching a SaaS product, and the deliverable from one particular session wasn't code. It was an execution plan, plus the design of the quality gates. In other words: writing down "how we're going to build this" and "how we're going to inspect what we built", as documents a late
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