LiveUpdated 2026-11-07 02:27 UTC
Latest dev posts
Every dev post kept by the radar, newest first: launches, tool drops, tutorials and debates, straight from X.
Every post is read and classified by AGK Intelligence: what it is, which market it belongs to, and whether the link is a real tool. 31.9k posts from 5k X accounts over the last 21 days, 9.5k tools, 12 markets. New posts are collected several times an hour and the full ranking is recomputed every hour — last update 2026-11-07 02:27 UTC. Full method.
- @iwashi86 · 9 min ago · 0 likes · Other
タイトルがほぼ全てだ。 メンテされないので、すぐにawesomeじゃなくなっていく。 "Awesome repositories are no longer awesome" https://erikgahner.github.io/posts/2026/awesome-repositories-are-no-longer-awesome/ → post - @zooko · 9 min ago · 1 likes · Backend & APIs
Hey, if you're interested in hashing a whole bunch of data super efficiently, could you please look at this sketch of an API and tell me if it would fit your use case? It supports: incremental, multithreading, batching, limited memory, back-pressure.… → post - @ProductHunt · 16 min ago · 3 likes · AI dev tools
This free Grok Bot alternative shipped 21 feature requests in under 24 hours. INSANE!! Turnstone runs your agents on the AI subscriptions you already pay for. Today users asked for group chats for agents, WhatsApp messaging, Gork Bot import, Agent inboxes,… → post - @siddontang · 20 min ago · 0 likes · Databases
Thanks for the suggestion, @DominikTornow! You asked about running shell commands directly on TiDB Filesystem. We’ve shipped it in public preview. Just Bash https://justbash.dev handles commands like grep inside the filesystem service, so an agent can search… → post - @NaveenGRao · 20 min ago · 3 likes · AI dev tools
Yes 💯 → post - @bkdgiffug · 20 min ago · 0 likes · AI dev tools
试了下 Faceplugin 那套开源人脸识别 SDK。Windows 和 Linux 都支持，处理过程全程留在本机。 我实际调用的是 GetImageInfo，拿单张图的检测框、关键点和 embedding，再用 get_similarity 比对两张图，默认阈值 75。实测比对环节没出网。侧脸和弱光还没测，仓库也写明了精度低于他们的商业版。 下一步准备拿自己几张侧脸照再跑一轮，看看弱光下比对会不会明显掉。… → post - @rustaceans_rs · 22 min ago · 6 likes · Mobile & desktop
Freya 0.5 is out! tl:dr: This released adds Rust GUI library focused on stability. Adds experimental WASM web support, native HTML rendering via Blitz, better multi-window, async, and docs. https://freyaui.dev/posts/0.5 → post - @WuBlockchain · 25 min ago · 17 likes · Security
Blockstream: Bitcoin Can Add New Signature Schemes to Counter Quantum Threats Blockstream said Bitcoin could add new signature schemes to address future quantum computing threats, with its research team evaluating lattice-based alternatives. After comparing… → post - @jreuben1 · 29 min ago · 0 likes · Security
RFC 10073: Composite Module-Lattice-Based Digital Signature Algorithm (ML-DSA) for Use in X.509 Public Key Infrastructure https://www.rfc-editor.org/info/rfc10073/ → post - @alexatallah · 30 min ago · 8 likes · AI dev tools
One of the best parts about the new Auto Router is cache awareness. Switching models costs extra while the new model rebuilds the input token cache. Auto Router favors a change in reasoning effort when that’s enough, and switches only when the gain is worth… → post - @digitalocean · 30 min ago · 2 likes · Hosting & infra
"We have 680,000 paying customers, and no customer is bigger than high single digits in terms of concentration." AI-native companies need more than resold GPUs. They need an integrated software and hardware platform to build, deploy, and run agents to scale.… → post - @LLMJunky · 30 min ago · 16 likes · Security
Oh yep, that was me. Sorry, no mallace intended → post - @Teknium · 32 min ago · 28 likes · AI dev tools
So much has come of this one project! Start working on yours, change the course of history :) → post - @hosseeb · 33 min ago · 13 likes · Other
10/10 comms → post - @AlexKrentsel · 38 min ago · 4 likes · Testing & observability
this is 100% true. Legibility is going to be a first-class design goal for our agentic systems in a way that it wasn’t before → post - @TechMDAI · 38 min ago · 2 likes · AI dev tools
The sacrifices → post - @siddontang · 39 min ago · 1 likes · Databases
TiDB Filesystem adds a compute layer to storage. With ti exec, you can point a managed sandbox at a directory and run a program against the files already there. We used Python to total 50,000 orders in /sales/orders.csv. ti exec -w /sales python3 -c ’ import… → post - @gorkem · 41 min ago · 11 likes · Hosting & infra
Best video models safely hosted in the US by @fal → post - @AniC_dev · 45 min ago · 5 likes · Hosting & infra
you can accuse http://boat.dev of many flaws but this likely wouldn't happen on boat snapshots are automatic and free, happening in the background you stop, if no snapshot happened for 30min for some reason we stop billing but dont stop the VM, we retry… → post - @GitMaxd · 46 min ago · 4 likes · Security
Joshua: How are you feeling today? Shall we play a game? Only at @factory → post - @gregpr07 · 48 min ago · 3 likes · Languages & runtimes
Why is nobody taking Arc binary apart and building the open source version? → post - @bkdgiffug · 51 min ago · 7 likes · AI dev tools
起初只当"4 块钱两小时训出 64M 模型"是句营销话，直到自己把 MiniMind 的 trainer 目录翻了一遍。 预训练、SFT、LoRA、DPO、PPO/GRPO、Tool Use、Agentic RL 全在里面，而且都是原生 PyTorch 手写的，没套 trl 或 peft 那层壳。 结构对齐 Qwen3。我在 3090 上粗估，用 mini 数据组合跑完 1 epoch 差不多两个多小时，租卡成本确实压在个位数。对比两年前的 nanoGPT，那更像教学 demo；市面上多数教程又只停在推理和… → post - @usr_bin_roygbiv · 54 min ago · 35 likes · Careers & learning
Honestly with agents now, you could straight up score a mid level role straight off the bat. You have no idea how dumb people are actually making the hiring decisions, and therefore in the roles. Just work an onsite teams job noone wants → post - @thenewstack · 58 min ago · 0 likes · Security
Attackers Aren’t Hacking Your Customers. They’re Impersonating You. from @Akamai, by @kimberly_gomez… → post - @thdxr · 1 h ago · 238 likes · AI dev tools
we're going to release opencode browse soon to let agents control your real browser but i need some people test the flow can use it with any agent, can you try this flow: https://chromewebstore.google.com/detail/mfnicocicmmlkpjnaffgihfjhdgjkdjg → post - @dexhorthy · 1 h ago · 5 likes · Hosting & infra
a lot of people don't know that I've been trolling Kubernetes engineers since way back in 2019 https://www.youtube.com/watch?si=kNNxC-A9V9NSm0VA&t=1724&v=fWUd31TIEfY&feature=youtu.be → post - @rudrank · 1 h ago · 1 likes · Mobile & desktop
Today I will work on bringing my foundation models framework example app to iPhone Duo Also benchmark 16 pro max compared to it https://github.com/rudrankriyam/Foundation-Models-Framework-Lab → post - @DanKornas · 1 h ago · 0 likes · Hosting & infra
Reach your private services without opening a new relay port for every tunnel. pb-mapper is a tunneling tool for builders who need to reach private TCP and UDP services behind NAT, including remote-control connections for agent harnesses. It helps you make a… → post - @AdamHoltererer · 1 h ago · 11 likes · AI dev tools
My favorite thing about T3 Code is that it lets your agent delegate tasks to subagents with any model from any harness you have installed And models use this! Almost a third of tasks that Opus delegates go to GPT-6.1 Sol → post - @jerryjliu0 · 1 h ago · 17 likes · AI dev tools
The world needs two types of document OCR: 1. Extremely fast/cheap OCR tools: Each organization might have trillions of documents, and this is oftentimes helpful as a 'first pass' to digitalize each document so that it's accessible to AI agents. Accuracy… → post - @AdamHoltererer · 1 h ago · 19 likes · AI dev tools
Grok 4.7 looks cheaper than GPT-6.1 Sol, but in coding agents it costs 2.9x more Agents re-read their context every turn, so about 97% of their tokens are cache reads xAI charges $0.50 per million for those, OpenAI $0.10 → post - @TheZachMueller · 1 h ago · 13 likes · AI dev tools
What an American open-weight frontier lab looks like. Inkling v1 -> v2 was a feat in itself. I can’t wait to see where v3 lands, and will be shoving 2 Small on the 6000’s once the weights drop → post - @rudrank · 1 h ago · 5 likes · AI dev tools
Foundation model team had said open-sourcing their framework by the end of summer... Any updates on that? 🤔 → post - @HackingLZ · 1 h ago · 22 likes · Security
Breaking news → post - @AdamHoltererer · 1 h ago · 8 likes · AI dev tools
People don't use max reasoning, nor should they Only 1.8% of Opus 5.5 turns in T3 Code run on max reasoning High is what people mostly use: 44% of both Opus and Sol turns Luna is an the exception, on max 16% of the time → post - @NeoAIForecast · 1 h ago · 2 likes · Other
This is cool!! Nous Research just released Arete-27B It's Qwen3.8-27B fine-tuned on about 53M tokens. On their own 803-prompt eval, propaganda in its answers dropped from 22% to 1%, and Hermes Bench stayed roughly flat. They released the weights, the eval… → post - @guilleflorvs · 1 h ago · 1 likes · AI dev tools
BREAKING: Most "AI + 3D" stacks still force agents through tools built for humans. Vork is a headless 3D/VFX engine where agents write shaders, materials, cameras, and physics in code. Core API fits in about 2,500 tokens. Published numbers: 2x more… → post - @bkdgiffug · 1 h ago · 0 likes · AI dev tools
TrenTorch 的路线定得很死：通篇只用 NumPy，不沾 PyTorch，从张量、自动求导一路手写到 attention、量化和 KV cache。骨架取自哈佛 CS249r 的 TinyTorch，作者自称同骨更多肌肉，还自带 tren 管进度和测试。 中文圈里同类介绍早有人写过，这条不装独家。手写框架的仓库不少，多数写到 Linear + SGD 就停了。这个把里程碑复现绑进进度，逼你拿自己写的东西去跑经典模型，比光看文档更有体感。坑也明白：它是教学重建，不是生产替代。敲完不等于能 debug… → post - @mlejva · 1 h ago · 7 likes · Backend & APIs
We only need one box. But that box can run inside the infrastructure of the banks processing billions of payments daily. Wouldn’t be much of a contest → post - @Tono_Ken3 · 1 h ago · 1 likes · AI dev tools
I would be very happy if this output was from Flash☺️ → post