Luis Unzueta

Kimi K3 can now be run locally! ✨ The 1-bit model retains ~78.9% accuracy after we shrunk it from 1.56TB to 594GB (-62% size). Run on a Mac Studio + 128GB RAM device. Kimi K3 is the strongest open model to date. Guide: unsloth.ai/docs/models/ki… GGUF: huggingface.co/unsloth/Kimi-K…

Bro casually walks and explains 5 GPU performance optimization methods for LLMs. one of the most simple and intuitive explanations for beginners.

ULTIMA RPG Series Returning? Richard Garriott Reclaiming Rights?! youtu.be/UbdO2NEXRwI?si… via @YouTube

ICYMI: Eye of the Beholder for #NeverwinterNights: Enhanced Edition just got a fresh update!🥳 Rick Francis’ (@Rick79127401) fan‑made remake of the 1991 Westwood dungeon crawler rebuilt in the NWN engine is available right from the NWN:EE main menu as curated content. This update brings a ton of improvements: ⭐️Enemy encounters reworked for tougher, more dynamic battles ⭐️All cutscenes and scripts rewritten and polished ⭐️Updated Queen Spider encounters (the first queen now uses a new model) ⭐️Expanded and cleaned‑up level detailing ⭐️Additional scripting upgrades ⭐️Plus many smaller fixes and enhancements throughout If you haven’t revisited this classic yet, now’s the perfect time. Check it out!

Topologically Consistent Multi-view 3D Head Reconstruction via Coarse-Guided Layered Surface Sampling Google SIGGRAPH 2026 syntec-research.github.io/SHELLS/ TL;DR: From calibrated multi-view images, SHELLS reconstructs 18k-vertex 3D heads in 0.08 seconds. It aggregates DinoV2 features via projective surface-aware feature sampling, allowing a transformer to predict dense semantic meshes 3.5x faster with 88% less GPU memory than state-of-the-art methods. The result is an efficient, globally consistent multi-view reconstruction framework.

Vibe coders are getting sued. People are shipping apps with real users and skipping the boring stuff that kills them. A 20+ year dev shared the pre-launch checklist every AI builder needs. I added what I learned after shipping 60+ apps at the agency. Don't skip this: 1. Protect yourself, not just your app. The moment you collect user data you're in legal territory (GDPR, CCPA). Have a privacy policy. Know where user data lives. 2. Row Level Security. Without RLS, anyone can open DevTools and read your entire database. Supabase → Auth → Policies. Zero policies means your app is naked. 5 min to fix. 3. Test the failure path, not just the happy path. Wrong password 5x. Reset for an email that doesn't exist. Verification link clicked twice. Signup with an existing email. Catches 80% of auth bugs. 4. Security baseline in 2 min. Prompt your AI: "Review my app as a security specialist and make sure I have strong security headers and a solid baseline security posture." 5. OWASP. Prompt: "Review my app against OWASP standards and highlight vulnerabilities." This is where SQL injection, XSS and auth bugs actually get caught. 6. Client-side validation is UX, not security. Attackers disable JS and hit your API directly. Validate again on the server. Every time. 7. AI code leaks data in 3 spots: .env values in the frontend, API responses returning too much, secrets in logs. Prompt: "Check my app for credential or sensitive data leaks in frontend or API routes." 8. API keys in the frontend means game over. If it's in the browser, assume it's already taken. Move it server-side or proxy it. 9. Rate limits before someone burns your API bill. Cap every endpoint hitting a paid API. I've watched a Supabase bill jump from $20 to $200 in a day. 10. CAPTCHA on public forms (Cloudflare Turnstile is free) plus CORS locked to your domain. 10 min, kills bot floods. 11. Error messages that don't leak. "User not found", not "SELECT * FROM users failed". Log full errors server-side, show users generic messages. Build fast. Just don't ship naked. (full breakdown in my article below)

This from Flux 3 is incredible! Prompt : Four-way CCTV-style split-screen showing the same real-time event inside a convenience shop. Divide the frame into four equal security-camera views with timestamps. Top left: wide ceiling-corner view covering aisles, entrance, and cashier. Top right: overhead view above the central aisle. Bottom left: camera facing the checkout counter. Bottom right: camera near the entrance looking inward. At the 2-second mark, a customer takes a boxed item from a shelf, accidentally bumps a display, catches one falling bottle, then places the box on the checkout counter. The cashier turns, scans it, and hands over a receipt as another shopper crosses behind them. All four views must remain perfectly synchronized, showing identical people, movements, object positions, occlusions, timestamps, lighting, and physical reactions. Use realistic low-resolution CCTV footage, slight lens distortion, fixed cameras, and no cinematic camera movement.

@GameTekWizard Thank you so much for this!

Utima Underworld Unity Is Here youtube.com/watch?v=qh-o56… #UltimaUnderworld #Ultima #Gaming #RPGS #RetroGaming #UnityEngine

🚨| CHINA ACABÓ CON EL NEGOCIO DE OCR Un modelo de 3 mil millones de parámetros del tamaño de un cacahuete puede leer un PDF completo de 100 páginas de una sola vez. Sin dividir páginas. Sin pérdida de contexto. Sin factura en la nube. Conoce Unlimited-OCR 👇 • Lee documentos completos con una ventana de contexto de 32K • 93% en benchmarks estándar de análisis OCR (+6 sobre la línea base) • La tasa de error se mantiene por debajo de 0.11 incluso después de 40+ páginas • Multilingüe de fábrica • Se ejecuta 100% localmente en tu hardware • Soporta Transformers, vLLM, SGLang, Docker, Ollama y llama.cpp Aquí viene lo loco: La mayoría de las herramientas OCR todavía procesan los documentos página por página. Unlimited-OCR lee el documento completo como un contexto único, preservando tablas, referencias, diseños y relaciones entre páginas. Eso lo cambia todo. Mientras tanto, las empresas están pagando: • $1.50–$15 por 1.000 páginas • Enviando PDFs sensibles a proveedores de nube • Esperando respuestas de API Este modelo lo hace offline. Gratis. Para siempre. Construido por Baidu para ir más allá de DeepSeek-OCR. Ya tiene más de 1,9 millones de descargas en Hugging Face... ...y casi nadie está hablando de ello todavía. El código abierto se mueve más rápido que la mayoría del software empresarial.

GitHub acaba de solucionar el mayor problema del vibe coding. Acaban de lanzar Spec Kit y en poco tiempo ya tiene +120K estrellas. ¿La idea? En vez de tirar prompts vagos y rezar para que el agente no rompa tu proyecto… Spec Kit obliga a la IA a crear una especificación estructurada ANTES de tocar código. La IA primero: → entiende lo que quieres construir → pregunta lo que falta → organiza el proyecto → y después empieza a programar Eso significa menos tiempo arreglando errores absurdos, menos código inconsistente y resultados mucho más predecibles cuando trabajas con agentes. El flujo es simple: /constitution → reglas y estándares /specify → qué quieres construir /clarify → dudas antes de empezar /plan → arquitectura y stack /tasks → tareas ordenadas /implement → ejecución Compatible con Claude Code, Cursor, Copilot, Codex, Gemini CLI y +25 agentes. • 120K estrellas. • 10K forks. • Open source. • Publicado por GitHub. Repositorio abajo👇

California Games - #C64 supplying the scorching sun to living rooms since 1987!

If you played arcade games in the 80s, I know you played this one! Operation Wolf (1987 by Taito) was way too addictive for so many reasons - including the epic light gun! You're basically a one-man army on a hostage rescue mission in enemy territory (a generic South American-inspired "banana republic" setting). The goal is to fight through six stages: Jungle, Village, Ammo Dump, Prison Camp, and Airport - to free captives and escape safely. The game feels heavily inspired by 80s action movies like Rambo and Commando, with over-the-top carnage and just mowing through whole platoons of enemy soldiers. My dad always thought the game was a bit too brutal for us kids back then but we still managed to play it (kids always get their way somehow). The Uzi-style machine gun was mounted on the cabinet, with realistic recoil feedback. As a kid growing up watching Stallone and Arnie movies, this game was beyond awesome. Can't believe it's closing in on 40 years soon, time flies...

Platoon - DOS (1988) Dodging pixelated tripwires is just as stressful today as it was back then! 💥 #Platoon #MSDOS #RetroGaming

Doing a PhD doesn’t mean you have to work in academia

One of the best early 80s games ever is Choplifter, from 1982, developed in a solo effort by Dan Gorlin and published by Broderbund. It also became one of the best selling games ever for the Apple II. The game simulated "realistic" helicopter flight with inertia, gravity, lift, drag, and momentum, resulting in the chopper feeling "sloppy and unstable" like a real one, yet remained playable after Broderbund helped tune it down from an overly realistic (and probably too frustrating) simulator. For 1982 standards this was very innovative. My earliest memory of this was at a friend's house; he had a C64 on which we played it into dust. It was literally the only game we played for months. We had a handrittwen "Highscore" list that we updated after each session, signed by all players present when we played it (yes, very nerdy). One simple rule was that highscores only counted when at least one other person was present and signed it off. I wished that list didn't get lost in time. Early 80s gaming included so many things that don't exist anymore today... handwritten high score lists, drawn dungeon maps, the coastal line for Pirates, level codes...

ComfyUI LingBot. Nice! There's already a PR for Lingbot Video support. It should be merged pretty soon. github.com/Comfy-Org/Comf…

GitHub acaba de lanzar la certificación más importante para el mundo tech. Se llama Agentic AI Developer (GH-600) y certifica oficialmente que posees las habilidades necesarias para diseñar, integrar y supervisar agentes de IA en entornos reales. Hablamos de un nuevo perfil técnico: → Agentic AI Developer Esta certificación acredita que eres capaz de: → Construir workflows autónomos con agentes → Integrar agentes de IA en aplicaciones y pipelines → Supervisar errores y comportamiento en producción → Evitar fallos críticos en procesos automatizados Cada vez más empresas van a necesitar este perfil. Y todavía hay muy pocos desarrolladores realmente especializados en él. Si ya trabajas con Copilot, Claude Code, Codex o automatizaciones con agentes de IA, probablemente ya estés desarrollando muchas de estas habilidades. GH-600 es la forma de demostrarlo. Link en comentarios 👇

Final boss of vibecoding💀

Hello retro folks 😎 How you doin' ? ☕️