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What I Built: As developers, we spend a ridiculous amount of time staring at screens. We build applications to solve problems, automate tasks, and make life easier, but sometimes we forget to step away from our desks and actually experience the world outside.
I built a stack of six image APIs in two weekends. Six clients, six rate limits, six ways a generation can silently fail. Last Tuesday I ran the same prompt through all of them and stacked the results in a grid. Five out of six were beautiful. One was correct. The brief was simple.
I run a swarm of AI agents that call LLM APIs all day. One night a retry loop went haywire and burned through 3 days of budget in two hours. I didn't find out until the invoice email the next morning.
Starlink logs personal user information including names, addresses, and payment details, with policies allowing data use for AI training and sharing with third parties, partners, and government agencies.
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What if AI could help you spend less time looking at a screen and more time enjoying the world outside?
Most prompts for a party clip fail the same way: the face drifts by second four and a stranger finishes the video. The prompt page on burning-bridges-ai publishes the scene directions its own maker runs, in English, for you to paste into an image-to-video tool with your photo as the reference.
Pengenalan Chip Apple M4: Fokus pada AI Apple M4 menandai era baru komputasi mobile, dengan fokus utama pada peningkatan kemampuan kecerdasan buatan (AI). Dirancang khusus untuk iPad Pro terbaru, chip ini membawa lompatan performa signifikan berkat arsitektur baru dan proses manufaktur canggih.
Most speech-to-text APIs make you do the plumbing yourself: download the media, strip the audio from video, cut long files under the size limit, send parts, stitch timings back together.
Part 3 in my notes on reading public Codex reset signals. This one is about how my own habits changed, not about a product feature. The thing I thought I understood When I started logging public Codex reset signals in late April, I had a simple mental model.
How to generate structured two-person conversations, audio dramas, and podcast simulations without drowning in timeline clutter and volume mismatch. If you produce narrative video essays, scripted podcast interviews, or animated dialogue in 2026, you already know the single most tedious manual task…
This is a submission for the Hacktoberfest Open-Source AI Challenge Week 1: Touch Grass What I Built Most apps measure success in minutes on screen. I wanted to build one that counts it as a win when you close it. Go Outside is a one-button web app.
A post this week called context-window compaction a "200k-token lobotomy" and patched it with external state files named after Memento. It is a good write-up, and the naming is honest about the stakes. But it also made the underlying problem easier to see than the fix does.
A quick disclosure: I'm Fred Abila, and I build Vidmoat, a hosted AI video editor. It's on this list, and its free plan does put a watermark on exports, so I'll say that plainly rather than bury it. Everything below comes from each company's own pricing or help pages as I read them in October 2026.
This is a submission for the Kaggle Benchmarking Challenge. What I Benchmarked AI coding demos show the happy path: the form renders, you click the button, a green "Success!" appears. I wanted to know what happens when a real user shows up.
I won a $7,000 hackathon prize. The payout form offered me Wise. Wise's own help page says that personal accounts with an address in Indonesia "can no longer hold money or currencies in their account." That is the kind of mistake I built Cair to prevent: an agent that plans how a prize or client…
Spending cycles manually writing tests, or constantly updating brittle automation, can feel like a Sisyphean task. We know comprehensive testing is crucial for stable applications, but the sheer volume and diversity of cases often mean we cut corners or fall behind.
An AI agent runs with your credentials and acts before you can stop it. GitGuardian analyzed nine public incidents between May 2025 and July 2026 to reverse-engineer what breaks in production.
Aubrey de Grey has been saying for twenty years that the first person to live to 1,000 is already alive. Most people roll their eyes. I used to. Then I started looking at what actually changed in the last five years of drug discovery, and the eye-roll got harder to sustain.
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