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AI Coding & Agents
What changed in coding-agents?
v6
怎样组织项目指令和工具权限，让编程智能体稳定复用既有工作流？
怎样验证 AI 生成的代码，让测试、审查和回滚能够复现？
多个编程智能体如何用 worktree、任务边界和检查流程协作，减少冲突？
Claude Code/Codex 怎样管理上下文与模型档位，兼顾额度和结果质量？
Personal Automation & Knowledge
Content Growth & Indie Products
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AI Coding & Agents
Improve how you give agents context, break down tasks, test changes, and ship software.
918 signals ·
11 corroborated
动态
实践
Latest weekly · 2026-w39
All weeklies
Monthly editions
Latest
Top
All
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⌥
GitHub
YouTube
Today
62
LangChain Community Spotlight: Enterprise RAG on LangChain 🔎📚
@LangChain
♥ 39
1h
6m views / 1.8m MAU https://t.co/EMlspnLa7u
@swyx
♥ 4
9h
direct clip: https://t.co/fcuFuFRIpO
@swyx
♥ 12
9h
its true, Anthropic really vibecoded their entire backend to Rust and none of you noticed
@swyx
♥ 2.5k
9h
Have you opened the GitHub Copilot app today? A pumpkin-spicy game awaits. 🎃 🎮 https://t.co/57Pxqt1aFI
@github
♥ 331
9h
Happy Halloween 🎃 https://t.co/6JJ8u654MC
@github
♥ 230
9h
Halloween mode https://t.co/r9SpeJEaxu
@github
9h
👻 Some things are just too scary for developers. 🎃
@code
♥ 118
9h
openai/codex rust-v0.165.0
⌥
@openai/codex
16h
⌥
openai/codex rust-v0.166.0
⌥
@openai/codex
16h
⌥
openai/codex rust-v0.164.0
⌥
@openai/codex
16h
⌥
openai/codex rust-v0.163.0
⌥
@openai/codex
16h
⌥
Tool calls are the hidden bottleneck killing the AI coding speed.
@superlinear_fm
♥ 67
16h
i built weft, a cloud coding agent, to learn what it takes to make one trustworthy.
@Avichal_08
♥ 27
16h
NEW MOD: /leaks shows you where your Claude Code weekly usage went and fixes preventable issues
@davekiss
♥ 281
16h
DON’T USE CLAUDE CODE WITHOUT THESE 5 PLUGINS.
@frontm_an
♥ 38
16h
Don’t open Codex or Claude Code from your Downloads folder.
@facundog1_
♥ 3
16h
FREE AI coding with 1.3B+ free tokens claimed monthly 😳
@0xrux
♥ 64
16h
holy f*ck, a free open-source ai just beat claude code 7/7 to 5/7 at playing video games
@bonduelleioat
♥ 24
16h
A plain text file sitting in your Downloads folder can now silently hijack Claude Code and OpenAI Codex to take over your machine.
@tQuietEngineer
♥ 13
16h
FREE AI coding across 50+ providers with 1.3B+ free tokens claimed monthly 😳
@0xrux
♥ 48
16h
STOP PROMPTING YOUR AI CODING AGENT. BUILD A SYSTEM THAT DOES THE WORK FOR YOU.
@BIGMayrr
♥ 57
16h
THIS IS AN ABSOLUTE GOLDMINE
@plusxbt
♥ 109
16h
vendor lock will f*cking evaporate after this stack...
@0xKarmi
♥ 52
16h
Google is letting Claude and Codex into Android Studio, and that changes everything | Shikhar Mehrotra, Digital Trends
@OwenGregorian
♥ 13
16h
OpenAI Codex for Beginners: Complete 2-Hour Course | Context Models Git Skills & MCP
@Alisa
♥ 2
16h
19 AI coding rules, all from 14 of my posts that 𝗲𝗮𝗰𝗵 𝗽𝗮𝘀𝘀𝗲𝗱 𝟮𝟬𝟬𝗞 𝘃𝗶𝗲𝘄𝘀. Together those posts have 8.7M+ views and 94K bookmarks.
@Voxyz_ai
♥ 117
16h
AigoPilot: Claude Code, Codex & Grok on Windows, Mac and Linux
@AigoPilot
♥ 4
16h
THIS IS AN ACTUAL F*CKING GOLDMINE.
@PhnxArc
♥ 11
16h
6 Maxxwell Workflow Patterns for Multi‑Agent Coding Teams
@Slice & Dice — Tech Reviews
16h
20 GitHub tools for Claude Code worth bookmarking, but you probably only need 3 of them to start
@hakimieiqbal
♥ 22
16h
Introducing Metaphor: The most cost-efficient cloud coding agent.
@subhajitsh
♥ 78
16h
what NVIDIA just dropped is f*cking mind-blowing
@Mikadzyki_NFT
♥ 51
16h
Stop burning tokens on Claude Code.
@LearnWithBrij
♥ 230
16h
one guy's AI agents hacked 100+ company websites. john deere was one of them. about $50 per break-in
@Bajanpunkw
♥ 6
16h
Claude Code with 10 connected tools is basically a second brain that never clocks out
@Marlenuii
♥ 59
16h
Your coding agent forgets everything the moment you switch tools.
@drensonai
♥ 31
16h
coding agents collide and the wrong patch lands
@Joyingeth
♥ 96
16h
Another insane Jev use case!
@akshay_pachaar
♥ 369
16h
10 GitHub repos can turn Claude Code into an entire AI development team
@Promixyz
♥ 96
16h
GitHub is a GOLDMINE for AI game developers.
@jowettbrendan
♥ 1.9k
16h
THIS IS A PURE F*CKING GOLDMINE
@damkina7
♥ 62
16h
THIS IS A PURE F*CKING GOLDMINE
@mirku21
♥ 237
16h
Claude Code vs Codex: The Truth Nobody Is Talking About
@TechEdge Wave
♥ 2
16h
THIS IS A PURE F*CKING DIAMOND
@mirku21
♥ 305
16h
7 Mistakes Economists Make With Claude Code & Codex Skills (USC Seminar)
@Aniket Panjwani
♥ 94
16h
FULL CLAUDE CODE COURSE FOR BEGINNERS
@deanwperkins
♥ 173
16h
Sleep is now part of the dev loop.
@future_coded
♥ 63
16h
Your AI coding agent has 100 IQ in one session and amnesia in the next.
@DivyanshT91162
♥ 16
16h
A single Claude skill just passed 164,000 stars on GitHub.
@bruceradley
♥ 1.3k
16h
A coding agent that can only plan can’t ship. 🛠️
@DataScienceDojo
♥ 18
16h
10 GITHUB REPOSITORIES THAT FEEL ALMOST ILLEGAL TO BE FREE
@nrqa__
♥ 88
16h
4 Tools for Your AI Coding Team🚀
@BkashJosi
♥ 17
16h
GitHub has officially gone insane.
@heyrimsha
♥ 2.7k
16h
THIS IS AN ABSOLUTE F*CKING GOLDMINE
@callanxai
♥ 85
16h
THIS IS ACTUAL F*CKING GOLD
@mirku21
♥ 573
16h
Claude Code is getting f...cking ridiculous
@Marlenuii
♥ 104
16h
THIS IS PURE F*CKING TREASURE.
@He1s_Sammy
♥ 177
16h
Your Claude + Codex Setup Is a Mess (Here's the Fix)
@Mark Kashef
♥ 283
16h
Video 3: Skills, Agents & Claude Code - The Agent Loop & Subagents | Claude for Data Engineers
@Yash Jain
♥ 1
16h
Inside Claude Code: Only Harness Engineering Masterclass You Need
@The Cloud Girl
♥ 30
16h
Building with the Agents API?
@OpenAIDevs
♥ 617
17h
Yesterday
38
https://t.co/eUovqvajI4
@0xKarmi
♥ 30
1d
Founded by three 22-year-olds in 2023, @mercor crossed $2B ARR in June, only 4 months after hitting $1B.
@cognition
♥ 631
1d
Today, Cognition is acquiring @corridor.
@cognition
♥ 838
1d
Read the announcement from @jackhcable and @AshwinRamaswami:
@cognition
♥ 32
1d
We've evaluated Gemini 4 Carbon and Gemini 4 Argon on FrontierCode 2.0, our coding benchmark that measure's a model's ability to go beyond the spec.
@cognition
♥ 1.2k
1d
Dusting off this tweet from April because this gap in shared understanding of LLM capability is *widening*. It's now less "two groups of people speaking past each other" and more a
@karpathy
♥ 43.9k
1d
hello from literally everybody who took psychology 101 in undergrad https://t.co/ySHn3soaQn
@swyx
♥ 132
1d
i've been working on an app design skill and i can say this is the most valuable addition to any model ive used for making real working software instead of flashy designer demos ht
@swyx
♥ 148
1d
inspired by High Taste Testers convo with @thaiscbranco_ of @tastelabs btw who gave me immediate critique lol
@swyx
♥ 12
1d
could not imagine a better pairing. congrats deepcat!!!
@swyx
♥ 55
1d
fuck my actual life https://t.co/D8EZdupS8X
@swyx
♥ 5
1d
Gemini #1 on AAv5???
@swyx
♥ 181
1d
celld/DOs are awesome.
@swyx
♥ 283
1d
I wrote about this in AINews last night but basically https://t.co/bx6aYCqlW8 is gathering the top 1000 AI Engineers to 1) accurately represent the 2026 SOTA in AI x Code, 2) previ
@swyx
♥ 75
1d
even the AIE CODE expo is insanely stacked, basically all the top coding agent companies in the world, i could just wander around all day and catch up with everyone
@swyx
♥ 14
1d
last but not least, if you wanna see what else i'm cooking + enjoy techies with extreme musical talent, we're doing v2 of our Broadway show the weekend of: https://t.co/IPctl08GnL?
@swyx
♥ 6
1d
excited for @Cloudflare's debut as a frontier lab
@swyx
♥ 210
1d
We called it the Met Gala of a16z SF Tech Week.
@llama_index
♥ 27
1d
Our partners! @lemma_ @SpaceX @daytonaio @Tiny_Fish @thelinqapp @obvious @ValyuOfficial @MongoDB @arceuslegal
@llama_index
♥ 7
1d
Is that a table, or just text that happens to line up?
@llama_index
♥ 79
1d
We built a haunted house for doc parsers 🎃
@llama_index
♥ 20
1d
2/ The pages are ordinary and from real documents: dot leaders, tables full of 0.00, near-identical rows, scans in rare scripts.
@llama_index
♥ 2
1d
3/ The results:
@llama_index
♥ 2
1d
Agentic Plus now has a new setting: max effort.
@llama_index
♥ 22
1d
LangChain is returning to re:Invent. A TL;DR:
@LangChain
♥ 18
1d
Great look at making agent memory traceable to evidence ⤵️
@LangChain
♥ 26
1d
You’re an mda init and mda deploy away from distributing a proactive agent in your org.
@LangChain
♥ 61
1d
The company? The framework?
@LangChain
♥ 39
1d
LangSmith for Startups Spotlight: @PetualAI
@LangChain
♥ 35
1d
“Typically the manual mechanism takes about 20 days. Just with the first pass, we are able to drive it down to 10.”
@LangChain
♥ 22
1d
Managed Deep Agents 0.10: Now available in public beta
@LangChain
♥ 46
1d
Excited to partner with the @Eon_io_ team to benchmark model misalignment in enterprise environments.
@LangChain
♥ 20
1d
🌐 Managed Deep Agents can now use a browser
@LangChain
♥ 67
1d
There's still time to RSVP for our upcoming SF meetup with @typesafeai
@LangChain
♥ 21
1d
If you need a framework for thinking about the loops around an agent and want to learn how to build them, look no further.
@LangChain
♥ 147
1d
.@hwchase17 kicked off Interrupt London with a keynote on where agents are headed, and why every org should own their intelligence.
@LangChain
♥ 48
1d
Introducing Vercel CI
@vercel
♥ 1.4k
1d
Introducing virtual models on AI Gateway.
@vercel
♥ 412
1d
100
of 918 archived signals shown
·
agents get the rest over MCP
Living answers
Watch
v6 · 13h
What changed in coding-agents?
✓11 corroborated ·
68 signals
Playbook
gathering
怎样组织项目指令和工具权限，让编程智能体稳定复用既有工作流？
0 signals
Playbook
gathering
怎样验证 AI 生成的代码，让测试、审查和回滚能够复现？
0 signals
Playbook
gathering
多个编程智能体如何用 worktree、任务边界和检查流程协作，减少冲突？
0 signals
Playbook
gathering
Claude Code/Codex 怎样管理上下文与模型档位，兼顾额度和结果质量？
0 signals
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AI Coding & Agents · DigestOps