nightorbit

MIT-educated engineer explained the 1965 algorithm secretly powering ChatGPT voice mode, Whisper, and every AI music tool in 28 minutes - better than a $3,000 algorithms bootcamp > multiply two polynomials the normal way - takes n² operations > stop writing them as coefficients, write them as points instead - multiplying now takes just n operations > pick your points in positive-negative pairs, half the work vanishes for free > extend to complex numbers so the trick keeps working at every level of recursion > result: from n² to n log n, the whole thing fits in 11 lines of code polynomial multiplication · point-value swap · roots of unity · recursion · one flipped sign save this - every AI voice you've ever heard runs on this, and it fits on a napkin

Anthropic engineer explained why they stopped building AI agents in 16 minutes - better than $2,500 agent bootcamps. > drop the fancy setup, keep just a folder and a shell > teach the agent one skill by dropping a mini-folder with instructions and small scripts > the agent only opens the folder when it actually needs that skill > stack hundreds of these folders - now one agent is a team of experts > Claude even writes new skill-folders for itself as it works the gotcha: no new model, no new framework, no fine-tune. the whole thing is literally folders on a disk. Anthropic's thesis in 4 words: code is all we need. skill folders · external connectors · agent runtime · file system · load-only-when-needed save this. every "agent startup" is quietly rebuilding on top of this pattern. 6 months and it's the default.

NVIDIA researcher explained how to train a robot to fold your laundry in 18 minutes - better than $3,000 robotics bootcamps > spin up 10,000 fake humanoids inside a GPU > run them 1,000,000 times faster than reality > let a video AI dream up more training footage > squeeze 10 years of practice into 2 hours > ship a tiny 3B model that walks, dances, picks apples the gotcha: the model is smaller than GPT-2. the whole game is in the training data now, not the model. simpler brain, richer school. Isaac Lab · video world model · Groot Dreams · 3B robot brain · Jetson chip on the robot save this. by 2040 you'll come home to a clean house and a candlelit dinner - and this keynote is where it started

Gary Bernhardt: "typing commands was never the skill. composing them is" the same engineer behind the legendary "wat" talk just spent 29 minutes showing how a chainsaw has been sitting on every developer's desk for 40 years while most of them keep sawing wood with a butter knife what most developers still reach for in 2026 vscode extensions for every small task, electron apps that eat 2gb of ram, $30/month saas tools that wrap one bash command, copy-pasting ai output into another window, opening a full editor to filter 200 lines of text, googling "how to count unique values in a file" what compounds the moment you stop being scared of the black screen grep sort uniq xargs pipes between every one of them the ability to filter 10,000 lines of ai output into one answer in seconds the developers who stay in control when ai dumps a flood of output on their lap aren't the ones with better tools. they're the ones who can reshape that flood into a single line before it drowns them bookmark this & give bernhardt 29 minutes this week - the article below shows exactly how to chain these commands like he does on stage

@santhil_X shipping speed is the part everyone underestimates until they see it run for a week

Maya Nielan, Anthropic Applied AI: "you're not supposed to watch claude code work. you're supposed to wake up and review what it shipped" an engineer from the team that builds the most advanced ai tools in the world just told developers they're using claude code completely wrong. how most developers still run claude code in 2026 typing prompts and watching the cursor, babysitting every step, approving each file change, copy-pasting outputs back into chat, treating it like a smarter autocomplete, $200/month subscriptions used like a $20 one how anthropic engineers actually run it proactive workflows that trigger on their own agents that open prs while you're asleep clear handoff between orchestrator and subagents evals that catch regressions before review context loaded from the repo, not the prompt mcp tools doing the heavy lifting the developers who 10x their output in 2026 aren't typing faster. they're setting up workflows that ship work while they sleep and reviewing it over coffee bookmark this & give maya 22 minutes this weekend - the article below has the full setup step by step.

Boris Cherny, the man who built Claude Code, doesn't write code anymore. he doesn't even talk to Claude. he runs one Claude that prompts all the rest. you stop being the worker. you become the one who runs them. Bookmark this & watch it today - the article below shows exactly how to build your own agent swarm.

Anthropic's Applied AI team just showed how to build 5 personal AI assistants in under an hour. not chatbots. not demos. actual agents that handle real tasks you do every day - automatically, without you touching them again. the session is 45 minutes. the guide below breaks down every step. Bookmark this & watch it this week - this is where everyone is headed whether they're ready or not.

Boris Cherny, the man who runs Claude Code, sat down with Jarred Sumner, the guy who built Bun, and showed exactly how they use AI to close GitHub issues and ship pull requests automatically. This is not a tutorial. This is how the actual builders work in 2026. Bookmark this & watch it this week - most engineers will still be doing this manually in 5 years.

A 19-year-old student from New York stayed up until 3AM exploring GTA 6 pre-alpha on his laptop. He found systems most players won’t see until release. Custom server scripts already sell for $50–$380. Some early devs report $4,500+/month within weeks.

@zeynepkologluu Akıllı olun evlenip iki gun sonra bosanacaksiniz. Hiç masraf etmeyin. Zaman oyle zaman ki düğün salonunda nikahı kıyıp mahkeme salonunda bosanma kararı ile başlamadan bitiyor. Toplum olarak çökmüş durumdayiz.

30 yaşındayım ve artık evlenmek istiyorum arkadaşlar.

Uyan Türkiyem.

@Msngr3425 O başındaki turban değil. O kendine aksesuar yapmış. Bunlar zaten en tehlikeli olanları.

Olsun türban takmış gerisi önemli değil 😉 😅

@Metruk_Haber Ülkemde mülteci istemiyorum. Gereken neyse yapılsın. Yeter artık ülkemde mülteci gibi dolaşıyorum 😡😡😡😡

Ümit Özdağ: “Ne yapmış 400 bin dolar vererek vatandaşlık almış. Canı cehenneme 400 bin doların! İptal edeceğiz o vatandaşlıkları.”

@adliyepersonel @sevdemiyorum Bu kişi hakkında suç duyurusunda bulunamazmiyiz.

Şehitlik makamı Allah katında yüksek bir makamdır. İnsanlar eskiden bu kadar duyarsız değildi 94 lerde şehit düşünce şehirlerde yürüyüşler olurdu ve halk tepki gösterirdi. Sosyal medyada bu haberleri tiye alan soytarılar; kimsenin ünlü olma derdi yok. #ateşdüştüğüyeriyakar