melanie 🐾 @melacmit

Gemini 4 Argon is here! It is our frontier model built for complex workflows across real-world software engineering, tested across Google's own codebases on real production challenges. There, we have seen an improvement in both developer velocity, with a 35% increase in agentic code, and code quality, with a 30% decrease in post-submit rollbacks. Rolling out now to Google AI Ultra subscribers, try it in the Antigravity app and the Antigravity CLI. Get inspired with what you can build today ↓

Una sola mano sucia puede contaminar hasta 7 superficies distintas en solo 30 minutos. 😱 La "piel" de los virus está hecha de lípidos (grasa) que se pegan a los aceites de tus manos. Al frotarte con jabón por 20 segundos, sus moléculas se clavan en esa armadura, hacen explotar la estructura del germen y el agua arrastra los restos por el drenaje. 🌊💀 Mientras el gel antibacterial es solo un parche de emergencia, el agua y el jabón son destrucción molecular pura. #DíaDelLavadoDeManos

RIP BLOOMBERG TERMINAL 💔 You need what it does. Search any stock. Live quotes. Financial statements. News. Charts. Portfolio analytics. Every one of those can be built with Opus 5.5 and free data APIs. The terminal costs five figures a year. Your version costs a weekend. Full build below 👇

CyrilXBT @cyrilXBT

2 weeks ago

x.com/i/article/2104…

14 26 258 360K 295

it’s f*cking gold GPT 6 Astra can become an entire AI engineering system 15 GitHub repos that give one AI model memory, research, tools, autonomous workers, and production infrastructure BUILD THE AI CONTROL CENTER 01 LangGraph github.com/langchain-ai/l… → orchestrates stateful agents that can pause, resume, and coordinate complex workflows 02 Mastra github.com/mastra-ai/mast… → builds AI agents with workflows, tools, memory, and evaluations 03 Agno github.com/agno-agi/agno → creates multi-agent systems with tools, knowledge, and structured execution GIVE AI LONG TERM MEMORY 04 Mem0 github.com/mem0ai/mem0 → remembers useful information across conversations and agent sessions 05 Graphiti github.com/getzep/graphiti → builds temporal knowledge graphs that track changing relationships and facts 06 Letta github.com/letta-ai/letta → manages stateful agents with persistent memory CONNECT THE ENTIRE INTERNET 07 Crawl4AI github.com/unclecode/craw… → turns websites into structured, AI-ready information 08 Firecrawl github.com/firecrawl/fire… → converts web pages into clean content for research and retrieval 09 Browser Use github.com/browser-use/br… → lets AI agents navigate websites and interact with browser interfaces MAKE AGENTS EXECUTE REAL WORK 10 MCP Servers github.com/modelcontextpr… → connects agents to external tools, files, and services 11 E2B github.com/e2b-dev/E2B → provides isolated cloud sandboxes for executing AI-generated code 12 Temporal github.com/temporalio/tem… → runs durable workflows with retries and recovery from failures TURN IT INTO PRODUCTION INFRASTRUCTURE 13 LiteLLM github.com/BerriAI/litellm → provides a unified gateway for routing model requests 14 Langfuse github.com/langfuse/langf… → traces agent execution, tracks costs, and evaluates outputs 15 vLLM github.com/vllm-project/v… → serves compatible language models through optimized inference infrastructure 3 AI systems worth building: autonomous research: LangGraph + Crawl4AI + Firecrawl + Mem0 AI software engineer: Mastra + MCP Servers + E2B + Temporal production agent platform: Agno + Letta + LiteLLM + Langfuse One model handles the reasoning Memory keeps useful context across sessions Tools let agents interact with real systems Durable workflows keep tasks moving when something fails 15 GitHub repos covering the infrastructure around a powerful AI model should I write the full guide to building an autonomous AI system around GPT 6 Astra?

Promix @Promixyz

a month ago

x.com/i/article/2102…

11 24 188 418K 451

Royal Albert Fine Bone China"Trillium" Candy Dish, Royal Alber by thesecretcupboard etsy.me/4s8KXWC via @Etsy

Claude Code has 3 models. Stop making Sonnet do Haiku’s job. Sonnet 5.5 builds. Haiku 5.5 scouts. Opus 5.5 reviews. Put them in parallel Git worktrees and let each model do what it’s best at. The setup: → Sonnet 5.5: Build features across isolated worktrees, writing code and running tests without touching your main branch. → Haiku 5.5: Explore the repo, index the AST, find dependencies, and scout for implementation paths while Sonnet codes. → Opus 5.5: Review architecture before implementation, investigate repeated test failures, and verify diffs before merging. Launch separate sessions: claude --worktree feat-auth claude -w feat-scout --model haiku Each session gets its own working directory and Git branch. Your agents can edit files and run tests in parallel without overwriting each other’s work. The full setup goes further: .worktreeinclude shares local configs across worktrees. Auto-cleanup keeps finished sessions tidy. Supervisor checkpoints catch contract drift and repeated test failures. A cwt alias makes launching new worktrees one command. Opus reviews the final diff before anything reaches main. The goal is simple: stop wasting expensive model calls on repo exploration, stop serializing work that can run in parallel, and stop merging code without a proper review. Paste the setup prompt into Claude Code. Ask it to show every config diff first, then approve the changes before anything gets edited. Build with Sonnet. Scout with Haiku. Review with Opus. Ship in parallel. x.com/mirku21/status…

Arindam Majumder 𝕏 @Arindam_1729

2 weeks ago

Learn How to Build a Jev like Decision Models x.com/i/article/2109…

8 13 100 124K 93

Si je te propose un rendez-vous ce soir, tu acceptes ou tu as peur ? ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎◯ J'accepte ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ◯ J'ai peur ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎ ︎◯ Ça dépend

☀️ A new day is here. Where the AI trade closed Monday 12 October 2026: S&P 500 7,807.24 −0.1% · NASDAQ 27,245.90 −0.4% Broad decline — 60 of 72 AI names lower. Top: $META +3.4% 👉 Full screener in the reply #AllFactsAI #AIinvesting #stocks #markets #AI

The next generation Starlink V5 has a smaller form factor and lightweight design with greater power efficiency. With speeds up to 375+ Mbps, Starlink V5 delivers reliable home internet for streaming, video calling, gaming and more. Available in select areas.

Anthropic engineer (ex-Meta) just released a prompt that turns Opus 5.5 & Fable 5.5 into a full engineering team. It's f*cking unreal… Send it to Opus 5.5 & Fable 5.5, and thank me later. Then read the full roadmap with examples below.

Hanako @hanakoxbt

2 months ago

x.com/i/article/2091…

87 379 3K 10.1M 10K

Starlink offers fast, reliable internet in the most rural and remote locations. Portable and easy to set up, Starlink Mini works wherever you are. Order online in minutes.

Friday, October 9, 2026 Please🙏 share for: Virginia Beach Animal Services 341 S. Birdneck Road Virginia Beach, VA 23451 (757) 385-4444 Bailey🐾🐾 (184893) young adult male, 70 pounds, friendly, found as a stray. So much fun hanging with Bailey🐾🐾! He is a blast! Friendly, easy-going and eager for treats, Bailey🐾🐾 doesn't miss a step when it comes to greeting new people. He is a return to VBACAC - adopted a little while ago - but found as a stray this time. Poor fella! We are looking for a new home where family will keep their eyes on this boy, who might be prone to exploring outside of his family home. He is available to foster💕 or adopt❤️ from the Virginia Beach Animal Services 341 S Birdneck Rd Virginia Beach. 757-385-4444. Open daily 12-5 pm. #shelterdog #virginiabeachanimalservices #757dogs #rescuedog #dogsofvirginiabeach #virginiabeachdogs #dog #vbacac #virginiabeachanimalcareandadoptioncenter #hamptonroads #adoptdontshop #virginiabeach

keyboard_arrow_left Previous keyboard_arrow_right Next

Man, oh man. Looking back on it, the 2021–2023 teams were what the Cowboys should’ve continued building their defense around. The Cowboys haven’t been right since that era ended. Also, Brian Schottenheimer has never been above .500 as a head coach, not even at any point during a season. 🗑️

KARPATHY WROTE THIS DOCUMENT TO AUTOMATE YOUR TASK WITH 24/7 AI AGENTS Most people still think “multi-agent” means: take 1 prompt add 10 bots hope it works that’s not a system. a real 24/7 AI team needs architecture: → a planner that breaks the goal into tasks → workers that execute in parallel → shared memory that keeps context across runs → a verifier that checks quality before output → a coordination layer for routing, scheduling, and recovery the important shift is this: agents are not the product. coordination is. without planning, routing, memory, and verification, a swarm is just expensive chaos. I mapped the whole framework into one visual below: human → planner → workers → memory → verifier → outputs plus the primitives that make it actually usable: plan, route, use tools, read/write memory, verify, reflect, iterate. save this if you’re building a real multi-agent workflow ↓

Morty @0xMortyx

3 weeks ago

x.com/i/article/2107…

13 9 81 122K 131

IT HIT $1M MC WHILE I WAS OUT CYCLING I bought around $300K MC and called it to the guys at $490K I hesitated to share it earlier. I wasn't sure calling coins I buy manually was a good idea, so I asked the group first. They gave me the green light Today the token broke $1M MC while I was out riding my bike And of course, I hadn't set any alerts haha Missed the peak and didn't sell. Picked quite a time to go outside

Kotte @Gustafssonkotte

3 weeks ago

x.com/i/article/2108…

1 1 49 18K 31

Starlink offers fast, reliable internet in the most rural and remote locations. Portable and easy to set up, Starlink Mini works wherever you are. Order online in minutes.

If this video doesn't make you proud of our men and women in uniform, you're probably a Democrat God Bless America & God bless our troops

Get home-field advantage with Wingstop

I TOLD GROK BOT: "Make me a loop out of a pineapple". I expected a joke. I got a dart going through the fruit and coming out over a plantation on Google Maps, then falling back into a trailer of pineapples at the bottom. The rules that made it work: > One falling object carries every scene. > Yellow flesh, yellow fields, no visible cut. > The map is real, only the ends are generated. > It ends where it starts. Grok wrote the premise, @Picsart built both ends off one frame. The dumbest prompt of the week is the one people watched four times. The prompt and the frame are in the guide below ↓

Piggle @pixu_alpha

3 weeks ago

x.com/i/article/2106…

9 5 42 75K 62

When you don’t have to focus on the road, you can focus on what matters.