Auto-aggregated global tech articles · 3,394 posts
Google's release of Gemini 3.8 Flash is more than an incremental version bump. It represents a deliberate focus on the workflows that builders are actually shipping: long-running agents, multi-step reasoning, and software engineering tasks. This isn't about chasing chatbot benchmarks; it's about pro
Why passkeys still stall with normal users Passkey teams usually know the security case already. The harder part is adoption: how do you get someone non-technical to actually say yes when the current login still works? That question matters because many passkey rollouts underperform for reasons t
Users can ask the assistant to do things like "Create a cart for my Saturday tailgate for 25 people and include some brunch items," or "Build a cart for easy school lunches and after-school snacks," Shipt says.
Most Rust developers don’t use a debugger. That’s the headline finding from the Rust compiler team’s first dedicated debugging survey, and it’s worth sitting with for a second. Rust has spent years building a reputation as the language that catches your mistakes before you ship them. The compiler is
Imagine a customer sends this message: “I was charged twice, but one of the charges looks different from the other. Can you figure out what's happening?” There isn't an obvious workflow here. The system needs to understand what the customer means, look at their account, identify the transactions, ch
TL;DR Basic retry and fallback logic often fails in production because LLM APIs introduce streaming, tokenization, and schema constraints absent from traditional REST services. Mid-stream network drops, tool-call argument mismatches, and cascading rate limits turn naive fallback loops into inciden
Repo: https://github.com/wellparth/almost-cli Most coding assistants rent you a model and keep your code in the cloud. almost-cli takes a different approach: bring your own API keys, run a team of specialized agents locally, and keep everything under your control. The idea almost-cli is
Somewhere around hour thirty of ZeroDepsHack 2026, we were staring at a parseUnicodeEscape method, arguing about whether a lone high surrogate followed by a regular character should throw at parse time or survive until serialization. The answer, per RFC 8259, was unambiguous — reject it — but the fa
Long-story short Tailwind CSS will remain MIT licensed and the maintainers stay. I'd say it's a good move given that AI tools are doing frontend work using Tailwind but Tailwind Labs didn't gain much from it. Citing an earlier Github discussion, they had to lay off 75% of their engineering team, and
Getting out of a taxi shouldn't be a shameful experience. Yet I find myself feeling particularly embarrassed while exiting a Tesla Cybercab as it partially blocks a narrow road outside a popular Austin swimming hole. As a cadre of annoyed, sweaty Texan parking spot hunters pile up around it, the gol
"Does your AI code reviewer read CLAUDE.md?" is the wrong question to ask. Almost any of them will say yes, and honestly, most will catch something. What actually matters is whether you can tell the difference between a tool that read your rule and a tool that just happens to agree with it. So I bu
Did the model run that, or did a shell? I keep getting that same question in code reviews. A reply can look like a real terminal session. That still does not make it a shell. A free model only predicts the next tokens. A free server actually runs those processes for you. Mix those two, and your "f
I'm Marco. Twenty-five years as a TV cameraman, most of it on production sets, some of it on cruise ships, then Spain, then the UK, then Dublin, where I live now. Photography came later — my own thing, on my own time, separate from the job. I'm not a formally trained engineer. Everything you're abou
In 2018, the engineering blog you were reading told you to decompose everything into microservices. In 2022, the same blog started running post-mortems about distributed system complexity. In 2026, teams that survived both cycles are settling on something that looks a lot like what worked in 2010 —
Most teams build their first AI feature in a weekend. A controller that takes user input, calls an LLM, and returns the response. Three files, maybe four. It works beautifully in the demo. Then production happens. The 11 PM alert is always the same: "AI feature returning garbage / not responding /
Diagram showing the model proposing, the harness authorising, and the environment applying changes. Put an agent on your refunds queue. It reads the ticket, finds the order, checks the policy, issues the refund. The demo goes beautifully. Six weeks later it closes 140 tickets in an afternoon and r
The critical, unauthenticated bugs allow attackers to bypass authentication and proxy a user’s browser traffic. The post Fortinet Patches Critical Vulnerabilities in FortiMonitorOnSight, Chrome Extension appeared first on SecurityWeek.
I heard some firewalls block uncommon tlds and im concerned that whatever employer might be viewing my portfolio site might not be able to access it. I had a pretty nice domain hack i wanted to use with my name and .ooo Any advice? submitted by /u/icybawss [link] [留言]
Google’s newest coding model, Gemini 3.8 Flash, is tuned for long jobs and comes with an incredible launch discount. Google shipped three Flash releases in six weeks, and the newest one is built for exactly the kind of work Junie does all day: multi-step engineering tasks that take real exploration
Hi everyone I am so happy that after a couple of months, the website I made for myself (pls sorry for the idea, I know a lot of people might not like it) is finally getting passive users! I didn't add anything supernatural, just a logo and a description. Btw, Google updated it's index about month. I
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