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Most AI APIs work in demos and break in production. Here's the complete beginner's guide to designing AI-powered APIs that are secure and reliable.

When a new employee joins the team, the onboarding process should be far more than just getting them up to speed on their role.

Sometimes the idea of vibe coding cools, when the challenge ahead is just not solved like a wish. If we look inside the vibe box, we will find that it is about execution from what is known. It is your responsibility to look outside the box.

Generic AI is powerful for broad productivity, but it often breaks inside real business environments because workflows are messy, data is incomplete, rules are unclear, and industry context matters. Vertical AI wins when it understands the actual work, including exceptions, compliance, approvals, integrations, and human judgment. The real moat is not just the model or the data, but deep workflow context.

AI didn’t kill developers — it made fake development look professional. Beautiful demos are everywhere, but real architecture, security, and scalability are often missing. Here’s why this is happening and how the industry should adapt.

\ The career case for specialisation - and the frameworks that make it actionable In the last article, we talked about the breadth trap-the all-too-common pattern of spreading your learning energy across too many areas and achieving depth in none of them. We named the cost of that approach: flatter career trajectories, harder job searches, and a professional identity that is difficult for others to recognise or refer. This article makes the affirmative case. Not just against breadth, but...

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How to turn your old phone to a personal server.

Teams replacing SonarQube usually want more than another dashboard—they want higher-quality findings, faster remediation, and less tool sprawl. This guide compares 8 alternatives including Aikido, CodeScene, Teamscale, MegaLinter, Reviewdog, InspectCode, PMD, and SpotBugs across code quality, AppSec coverage, remediation workflows, governance, and developer adoption to help teams choose the right fit.

Modern phishing attacks hide behind redirects, scripts, dynamic pages, and credential flows that static URL analysis often misses. ANY.RUN’s new in-browser data inspection combines static and dynamic URL analysis into a single workflow, giving SOC and MSSP teams real-time visibility into browser activity, DOM changes, redirects, forms, and executed scripts. The result is faster triage, stronger detections, fewer unnecessary escalations, and more confident incident response.

Part 4 of a 5-part series on agentic AI governance. This article explains why AI agent boundaries must be enforced outside the model’s discretion through deterministic scope, short-lived runtime credentials, controlled revocation behavior, and MCP-aware authorization that supports identity without replacing the enterprise identity model.

London Tech Week 2026 marked a shift from discussing AI’s potential to focusing on implementation. UK leaders emphasized sovereign AI, reducing dependency on foreign compute providers, and strengthening domestic capability through investment and partnerships. Major commitments from AMD and Nebius reinforced confidence in the UK ecosystem, while speakers stressed that infrastructure alone is not enough—AI adoption and workforce training will determine long-term competitiveness.

The maps and images show the extent of destruction and give rescue operations a tool to find any remaining survivors.

WIRED spent months talking to America’s favorite failson as he plotted his return to public life. Now he’s feeding the trolls—and everyone else.

For decades, the senator has argued that concentrated wealth threatened American democracy. Now he’s betting that frustration with Big Tech, billionaires, and unchecked AI is reaching a tipping point.

Bitdefender VPN has an excellent starting price, even if it lacks the advanced features that privacy nerds may want.

The original Ninja Slushi has been replaced! The new best slushie machines chill faster and make soft serve.

Article URL: https://aeon.co/essays/who-are-the-fire-taming-healers-of-modern-france Comments URL: https://news.ycombinator.com/item?id=48709662 Points: 23 # Comments: 15

Article URL: https://vosen.github.io/ZLUDA/blog/zluda-update-q1q2-2026/ Comments URL: https://news.ycombinator.com/item?id=48730713 Points: 70 # Comments: 6

Article URL: https://www.gutenberg.org/ebooks/24518 Comments URL: https://news.ycombinator.com/item?id=48731989 Points: 91 # Comments: 21

Article URL: https://www.knopper.net/knoppix/index-en.html Comments URL: https://news.ycombinator.com/item?id=48732056 Points: 50 # Comments: 29

Article URL: https://www.snowflake.com/en/blog/engineering/postgresql-19-features-beta/ Comments URL: https://news.ycombinator.com/item?id=48733031 Points: 89 # Comments: 48

Article URL: https://waag.org/en/article/why-we-moved-our-bluesky-data-eurosky/ Comments URL: https://news.ycombinator.com/item?id=48733937 Points: 21 # Comments: 5

Article URL: https://libertystreeteconomics.newyorkfed.org/2026/06/the-post-covid-decline-in-the-labor-share/ Comments URL: https://news.ycombinator.com/item?id=48734234 Points: 73 # Comments: 11

Samsung is expected to unveil its next generation of foldables at a Galaxy Unpacked event next month, but now we know what they might look like, courtesy of some leaked images published by Android Headlines. Images shared by the publication include case designs for two new Galaxy Z Fold 8 models and the Galaxy Z […]

Imagine an e-bike motor that lets you select your preferred pedaling cadence and then automatically adjusts the gears to keep your legs spinning at that exact speed, no matter how steep the hill gets - all without a fragile derailleur or heavy multi-speed cassette to maintain. Prefer manual control? No problem, you can have as […]

OKX is bringing together payments, identity and reputation into a marketplace for AI agents.

I've been building software for almost twenty years, and for most of that time I thought learning a new technology followed a fairly predictable process. First you studied the framework, then you read the documentation, maybe bought a course, watched a few tutorials, built a small demo, and only after that did you start working on the project you actually wanted to build. It always felt like the responsible way to learn, so I never questioned it. A few months ago I started a personal side pro...

In 2024, a man named Jeffrey Piccolo sued a restaurant inside a Disney theme park after his wife died from an allergic reaction the restaurant staff had been explicitly warned about. Disney's lawyers moved to dismiss the case before it reached a jury — not on the facts of the allergy, but on a clause buried in the terms of service Piccolo had accepted years earlier, for an entirely different product: a free trial of Disney+. The argument was that by clicking "I agree" on a streaming trial, Picc...

Data Modeling in Power BI: Schemas, Relationships, and Joins Explained Learning Power BI was a very exciting part of this journey, and my first time on model view almost changed that. I genuinely had no idea what I was looking at. But with good tutoring, practice, and patience, I finally got the hang of it. Almost... With every wall or obstacle hit, I write about it for the next person and for my deeper understanding. This is data modeling as how I understand it. What Is Data ...