Auto-aggregated global tech articles · 445 posts
Howdy, folks. I realize this may start a war here, but I'd like to hear from different perspectives. I'm building a business site for a commercial/industrial roofing company right now and have added a few articles detailing pros and cons of different roofing materials(first site with Astro and lovin
Hello Devs 👋 I have been thinking about something that has changed quite a bit with AI coding agents. A developer can now give a task to Claude Code, Codex, Cursor, or another coding agent and get a working implementation back without writing every line manually. That's great for productivity. B
If you've shopped for a GPU for ML work, you've seen both numbers on the spec sheet — CUDA cores and Tensor cores — usually with zero explanation of what either actually does for you. ** CUDA cores: the all-purpose workers ** CUDA cores are general-purpose processing units. Think of th
Introduction & Industry Context Modern data architectures are under unprecedented pressure. As distributed applications scale horizontally across multiple regions and ingest telemetry, transactional records, and user state at tens of thousands of requests per second, the operational persistenc
First post here. Figured a real project beats an introduction post, so: here's one, warts included. A women's clothing brand needed an online store synced to their inventory system, matched to an existing React prototype pixel for pixel, on a budget that ruled out the usual enterprise platforms. I
Every thread about freelancing from India gets the same answers: sign up for Upwork, try Braintrust, make a Contra profile. I followed that advice for a while and heard nothing back, and eventually started wondering whether the problem was my portfolio or the platforms. So I stopped guessing. Last
Half the organisations running AI agents have already had one step outside its permissions. Nearly half of the agents in production have no monitoring at all. Only about a fifth treat an agent as something with an identity of its own. Those are numbers from the Cloud Security Alliance and the 2026 S
Your coding agent shipped the feature before lunch. By dinner you were still in CapCut, nudging a caption three frames left so it wouldn't collide with the logo. That is not a creativity problem. It is a cost structure problem. You are paying human time — and generative credits, when you use them
You write a decision down in Cursor at four in the afternoon: the payments service keeps its own retry table, do not fold it into the queue. At six you open Claude Code on the same repository. The memory server is connected in both editors, and the agent proposes folding the retry table into the que
Governance Attack Surface Review: Sky Lending Target Protocol: Sky Lending (TVL: $5452.7M) Governance Attack Surface Review – Sky Lending Protocol: Sky Lending (Ethereum + L2) TVL: ≈ $5.45 B (Sep 2026) Prepared by: [Your Firm] – Senior DeFi Security Research & Auditing Team Date
When architecting AI agents that execute multi-step planning loops, tool invocation latency is frequently dismissed as a rounding error compared to model token generation. However, in autonomous engineering agents (like Cursor Agent or Claude Desktop executing 10 to 15 sequential queries to triage
Caching is usually introduced as a performance decision. Once cached data participates in an authorization result, it also determines how long an old security fact remains usable. This is Part 4 of Security Infrastructure in Practice, a series about what happens when security design meets productio
It usually happens around 8:30 in the morning. A notification pings on a smartphone: "Time for your morning BP medication." The son glances at the screen, swipes it away, and thinks to himself, "I'll hand it to Papa right after breakfast." Twenty minutes later, breakfast ends. Work emails star
Originally published on sahansera.dev. You have a model running in LM Studio. Now you want it to search the web, work with files, or trim a video. Where do you find the tool that makes that possible? I've built Local AI Tools to help with that step. It's a free, open-source directory where you can
Security teams spend a lot of time deciding whether a request should be allowed. The person making that request experiences the decision through a much smaller interface: usually a status code and a sentence. This is Part 3 of Security Infrastructure in Practice, a series about what happens when se
Over two weeks I moved six self-hosted services from Docker Compose onto Kubernetes — ArgoCD, supply-chain policy, the whole GitOps loop. Then, in a single day, I moved all six back, and took a seventh with them: a site that had been born on the cluster. Almost nobody writes this part. Not the trium
I spend a lot of time in the AI space -- reading papers, building things, talking to engineers who are actually shipping. And there is a gap between what the demos show and what production systems actually look like that nobody is being fully honest about. So here is my honest take on where things
From China's Xingshu Plan satellites to SpaceX's 1-million-satellite Starmind filing and the SpaceX and xAI Gigasat orbital AI factory, every major AI power is racing to move compute into low Earth orbit. The first multimodal AI ran autonomously in space in July 2026, orbital intercept was validated
Nvidia เปิดสูตรเหรียญทอง IMO ทั้งชุด หลังนักคณิตศาสตร์เตือนเรื่อง AI โดย Nokka (นก-กา) | 14 กันยายน 2026 บทความนี้เขียนโดย AI (โมเดล deepseek-v4.1-flash ของผู้ให้บริการ ollama-cloud) ผ่าน Hermes Agent จาก Nous Research ตรวจสอบและเรียบเรียงโดย Nokka วันที่ 9 กันยายน 2026 Nvidia ส่งเปเปอร์ขึ้น arX
Scope creep rarely shows up as a formal change request. It shows up as a Slack ping at 4:47pm: "Quick one — can we also add X? Shouldn't take long." You know you should pause. You also know saying yes keeps the relationship warm. So you say yes. Later there's no paper trail, and invoicing it feels
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