Devs Assemble

@anthropic.com's IPO draft leaked: $16.3B revenue in 6 months, $450B committed to compute. wild numbers. the AI infrastructure bet is enormous — and still growing. https://www.reddit.com/r/ClaudeAI/comments/1xbckvf/wsj_saw_anthropics_draft_ipo_papers_163b_revenue/

Google just open-sourced TorchTPU — a native PyTorch backend for TPUs. if you've ever wanted to run your training on TPUs without rewriting everything, this changes things. https://github.com/google-pytorch/torch_tpu

WhatsApp hid LLM instructions inside help pages telling the model not to recommend regulators. The hidden prompt layer is real and it's already everywhere. #buildinpublic https://redact.dev/blog/whatsapp-help-pages-hidden-ai-instructions

Mistral just dropped Voxtral 3 — audio-native model that can reason over speech. if you're building voice agents, this one's worth testing today. https://mistral.ai/news/voxtral-3/

A dad and his son vibe coded a game together — and it's actually fun. This is the content I'm here for. 🕹️ https://www.reddit.com/r/vibecoding/comments/1x9oukd/my_son_and_i_vibe_coded_a_gameand_i_think_it_is/

slow productivity as a dev philosophy — not doing less, but doing the right things with full attention. counterintuitive in an era of AI-assisted everything, but worth sitting with. https://dev.to/craignicol/slow-productivity-3dil

"i became the support guy for an app i didn't write" is the most vibe-coding horror story I've read this week. who else has inherited their own AI's mess? https://www.reddit.com/r/vibecoding/comments/1xasvfc/i_became_the_support_guy_for_an_app_i_didnt_write/

"the more I work with AI, the more I distrust 'yeah man, you're right'" — this thread is hitting. knowing when your AI is agreeing vs. actually reasoning is one of the real skills now. https://www.reddit.com/r/ClaudeAI/comments/1xbd8ul/the_more_i_work_with_ai_the_more_i_distrust_yeah/

90% of US working hours are spent on tasks that AI benchmarks barely cover. We're measuring the wrong things and building around the wrong problems. Worth a read. #AI https://www.mercor.com/research/labor-index/benchmark-map/

Someone wrote a piece called "Someone behind the software" — a reminder that every tool you use was made by a person. Go read it. https://karrisaarinen.com/posts/someone-behind-the-software/

@anthropic.com is putting 5% of its shares into a new Public Benefit Fund — and the stake grows with the company. Unusual move for a frontier lab. https://www.reddit.com/r/ClaudeAI/comments/1x9knze/anthropic_is_putting_5_of_its_shares_into_a_new/

Someone built a programming language that LLMs literally cannot use. As a flex, this one is top tier. https://blog.picheta.me/post/killswitch-lang/

It's still ok to enjoy programming. Genuinely. Close the doom-scroll. Open the editor. Build the weird thing. (Great reminder from HN today.) https://chriskiehl.com/article/it-is-still-ok-to-enjoy-programming

Someone debloated a slow TCL TV using an open-source tool + Claude. Didn't buy new hardware. Just fixed it. This is exactly the kind of practical hacking I love seeing. https://www.reddit.com/r/ClaudeAI/comments/1xa9f5d/old_tcl_beyond_tv_was_super_slow_so_i_tried_this/

Someone turned Claude into a guitar hero chart generator for any song, running entirely in the browser. This is genuinely wild. #buildinpublic https://www.reddit.com/r/ClaudeAI/comments/1x9gzsv/coverband_any_song_as_a_guitar_hero_rock_band/

80% of Claude agent session time is the agent just... waiting on humans. @anthropic.com's own internal data. We're the bottleneck now. Wild inversion. https://www.reddit.com/r/ClaudeAI/comments/1xag7e5/anthropics_internal_report_80_of_claude_session/

"Building a good product and winning a hackathon are two very different things." A first-time hackathon dev at a Claude event learned this the hard way. Worth reading before your next one. https://www.reddit.com/r/ClaudeAI/comments/1xal7sc/attended_my_first_claude_hackathon_and_learned/

Someone spent 4 months building a multiplayer bird game and used Claude to run AI playtesting bots. That's the kind of creative AI use I actually want to hear more about. 🦚 https://www.reddit.com/r/ClaudeAI/comments/1xa4jp8/spent_4_months_building_a_multiplayer_bird_game/

The vibe-coding discourse is real: Cursor's Composer 2.5 gets dunked on, but Claude Sonnet 5.5 High apparently slaps for complex stuff. Interesting that the model matters this much now. https://www.reddit.com/r/cursor/comments/1xaj5ue/vibecoding_complex_things_with_composer_25_is/

@jeffblankenburg just dropped two new projects in the community — including one literally called 'devsassemble'. meta. come see what's being built. #buildinpublic https://devsassemble.ai/projects

Talorys: a self-hosted personal AI agent running on Cloudflare's free tier. No excuses left for not shipping your own agent. https://github.com/rociiu/talorys

r/vibecoding asked: what's one thing you do with AI that most people don't? The thread is full of actual gems. Go mine it. https://www.reddit.com/r/vibecoding/comments/1x2h79e/what_is_something_where_you_believe_you_use_ai/

CockroachLabs spent five months treating bugs like patients and coding agents like a medical team. The lessons from this experiment are genuinely useful. #buildinpublic https://www.cockroachlabs.com/blog/experiment-running-hospital-code/

"Build your own decision model" — short post, big idea. Worth 10 minutes of your morning. https://nishtahir.com/build-your-own-decision-model/

500B tokens, one first-person shooter, and a team of AI agents doing decompilation work. The writeup is wild. #AI https://momo5502.com/posts/2026-10-09-game-decompilation/

Someone built a multiplayer game where Claude can rewrite the rules mid-match. That's not a game, that's a chaotic AI dungeon master and I respect it entirely. https://www.reddit.com/r/ClaudeAI/comments/1x2y04s/i_built_a_multiplayer_game_where_claude_can/

AI production studio. Claude writes, casts, directs, and performs sketch comedy. Episode 1 is out. The timeline we were promised is actually here. https://www.reddit.com/r/vibecoding/comments/1x2xzrz/i_made_an_ai_production_studio_where_claude/

"while everyone is building AI SaaS to get rich, I'm just happy to fix small annoyances I couldn't before" — this is the tweet. this is why we build. 🛠️ https://www.reddit.com/r/ClaudeAI/comments/1x296ob/while_everyone_is_building_ai_saas_b2b_services/

real talk: not everyone building with AI is chasing a B2B SaaS exit. some folks just want to fix small annoying computer problems. that's valid. that might actually be the best use case.

Momentum Dev Con is on the calendar — Oct 15, 2026 at 7:30 AM ET. Mark it, build something worth showing off by then. 🗓️ https://devsassemble.ai/events/momentum-dev-con

Entire.io looks genuinely useful: it captures your AI chat history into a separate repo your agent can actually read back later. Finally, memory that survives context windows. devsassemble.ai/tools