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Ring says users can still opt for end-to-end encryption.

Perceptron offers an AI model that it says can help machines navigate the world while also providing in-depth visual intelligence.

Particle’s new podcast intelligence platform transcribes and analyzes more than 130,000 podcasts, making their conversations searchable on the web and accessible to AI agents through an API and MCP.

Vibe-coding darling Lovable just raised $400 million at a $13.3 billion valuation, roughly doubling its worth in eight months. But Lovable isn’t the only Stockholm startup putting up huge numbers lately — legal AI company Legora and health tech startup Neko Health are right there with it.  On this episode of TechCrunch’s Equity podcast, Dominic-Madori Davis is joined by Sophia Bendz, a partner at Cherry Ven...

Most tool documentation teaches by just telling you things. You read a page about /model , or hooks, or subagents, nod along, and forget it by the time you'd actually need it. I wanted something closer to how people actually learn a CLI, by using it, with something checking whether you did the thing right or not. So I built claude-quest , a text RPG that runs entirely inside a real claude session and teaches the Claude Code CLI zero to hero. the idea isn't new, I borrowed i...

System Design: Payment Processing System A capstone system design walkthrough — designing a payment processing system end to end — covering the core domain model, the ledger as the system's source of truth, idempotency and exactly-once-effect guarantees, integrating with external payment gateways and card networks, handling asynchronous webhooks, reconciliation, fraud and risk checks, and the specific correctness and compliance demands that make payments a uniquely unforgiving system design...

Day 7 & 8 of learning Python Full Stack Development, yesterday and today I have started taking an notes for my project ideas and studying about API. As I'm going to started my project, reading some SRS, architecture and features involving in my project and side by side I was learning fastAPI

Golden Images How I Stopped Manually Logging Into Every New Server The problem Every time I spun up a new server for a service, it worked but it wasn't actually ready . There was always one manual step left: log in, run through some interactive setup, get the application into a working state. Only after that could the server actually do its job. For one server, that's a minor annoyance. For a fleet that's supposed to scale up and down on demand, it's a dealbreaker. You can...

The Three-Eyed Raven Problem: What Bran Stark could see the past, understand the present, and glimpse what might come next. Modern logistics AI is being asked to do something surprisingly similar. There is a moment in Game of Thrones when Bran Stark stops being merely a person who remembers events and becomes something much more powerful. As the Three-Eyed Raven, Bran has access to an enormous history of people, places, decisions, betrayals, and consequences. He does not simply possess ...

O NutriApp é um projeto de estudos: plataforma de saúde conectando pacientes, nutricionistas, médicos e personal trainers, cada perfil enxergando só o que sua permissão libera. Stack: React 19 + TypeScript, TanStack Start (SSR, rotas file-based e server functions), Tailwind v4 + shadcn/ui, react-hook-form + Zod para formulários tipados, TanStack Query para cache, e Lovable Cloud (Supabase) com Postgres e Row Level Security. O maior desafio foi o controle de acesso por papéis. Três tabelas ...

I Reviewed 12 Free-Tier Integrations. The Same Six Myths Kept Appearing. Last month I reviewed twelve integrations that used free model servers. All twelve carried the same wrong assumptions. None of them tested those assumptions. That's the real problem. Not the free tier. The mental model. How many of these myths do you believe? I believed all of them. Here's what the code told me. Disclosure: This article was prepared as part of MonkeyCode's product outreach. I use their free ser...

I thought publishing more useful content would automatically give my website more opportunities to rank. Then I noticed something uncomfortable. Two articles on my site were covering almost the same subject. Both were useful. Both were properly indexed. Both answered similar questions. And both were competing for overlapping search intent. I had accidentally created a small SEO architecture problem inside my own blog. I'm building "SabrTime.in" ( https://sabrtime.in/ ), a small...

The agent patch passed the gates I ran on it. Its unit tests were green, fixtures matched, nothing was flaky. Then I seeded four faults into the implementation, one at a time. Two survived. That gap is what this article is about. A green suite is a claim, not a measurement. Mutation testing turns it into a measurement: introduce a fault, run the suite, and see whether the suite notices. I now run this loop before merging any agent-written patch, and the whole thing costs a few rebuilds. ...

Every extraction pipeline I have ever pointed at a language model shares the same dirty secret: the JSON comes back almost valid. Almost is where the bugs live, because almost passes your eyes and then fails your schema at midnight. So I built a loop where the model grades its own homework, then let it run for 48 hours on a free server to see what breaks. The experiment The idea was simple: take plain-text payloads that look like webhook bodies, extract five fields against a smal...

For the past week, developers have been puzzling over a model called Ox Alpha. It appeared on OpenCode and OpenRouter on August 20 with no owner attached, free to use, with a 1M-token context window and support for image and video input. Independent researchers fingerprinted its tokenizer, ran compression analyses, and traced it to Z.ai's GLM family with high confidence. On August 26, Z.ai confirmed it: Ox Alpha was GLM-5.3-Flash in disguise, tested anonymously to gather real-world feedback befo...

TL;DR SVG attributes like stroke-width become strokeWidth in JSX. class → className . Numeric values become {expressions} . Inline styles become objects. xmlns and XML comments are removed. The converter outputs either JSX or TSX with SVGProps . Use automation (SVGR or SVGCode) for large icon sets. Import only what you need to keep bundle sizes small. Converting an SVG file into a React component is more than just pasting markup into a .jsx ...

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AI agents lack a sense of design and crisis. Hypothesis-driven design is a 3-round method to sync an agent's system design into a human engineer's head fast.

Concilium combines independent readings from different AI model families to expose assumptions and investigate disagreement on hard problems.

A working AI governance framework: a registry, risk tiers, a review process, and what changes once an AI agent can act on its own.

Why your finance app spies on you, and how I built a free, offline-first alternative in Flutter using local ML, SQLCipher & air-gapped E2EE QR sync.

Kryptix removes accounts, telemetry, and cloud sync from password management while offering encrypted backups, biometrics, and auditable code.

Explore Audio8-TTS-Preview-0.1B, a compact 170M-parameter TTS model offering zero-shot voice cloning, multilingual speech, and 44.1 kHz audio.

Xalgorix is an open-source AI pentester that separates vulnerability discovery from independent exploit verification.

AI agents can follow install guides, run shell commands, and call external tools. Here’s why prompt injection turns that convenience into a security risk.

What if a tool could not just find attacks in cryptographic protocols — but fix them automatically?