All AI Pulse updates tagged "Agent".
334 signalsmy agent quoted me $15,000 to read twitter that is not a joke number, that is the ceiling X opened its api to Grok Bot this week, half a cent per post you read, and the platform caps a person at 3 million reads a month fifteen thousand buys every single one of
still dont get why people arent running this. i spun up 12 grok agents during a lecture and yesterday the bot made $420 while others sit on charts by hand this stack just runs how its built: research pulls reports and sentiment into one brief by 6am signals ra
MODEL IS 0 COST FOR AGENT STACK. Grok Bot can generate an answer in 2 seconds. Production work needs the layers around it: > context that survives > tools that execute > loops that recover > graphs that route > approvals that stop damage Swap the model in 1 da
This is how xAI actually builds a company Grok co-founder Jimmy Ba said they shipped the first Grok with just 12 people now 90% of their engineers run AI agent loops all day every engineer keeps 10 to 20 GrokBot agents going at once, each one grinding through
GROK BOT ARMY GOT ME RICH AS F*CK 0.20 sol in. +231 SOL out. $136K realized. i didn't touch anything. five agents watching 240 wallets on https:// pump.fun. seven losses in a row. then one tail hit 680x and paid for everything. 00:00 desk opens, 1.00 sol funde
So, in essence, we have been running Salesforce Headless and “Claudeforce” for over 6 months How? We just used the Salesforce API to go headless, and we used an agent built on Claude itself on top of that API. Our own Claudeforce, really. Learnings: - We would
THESE 3 GITHUB REPOSITORIES GIVE AI AGENTS A MEMORY THAT SURVIVES BETWEEN SESSIONS Together, they have around 129K GitHub stars. 1. Claude-Mem - 92.6K Captures what an agent does, compresses its history, and restores relevant context in future sessions.
Another example that the harness, more than the model itself, decides how far intelligence actually gets. With the API alone, execution ends when the model stops. @atomicagent_io , a model-agnostic agent layer, made GLM 5.3 better and it costs only 77 cents mo
Google Chief Scientist Jeff Dean: "the next big gains won't come from bigger models" "they'll come from the systems we build around them" Model → Context → Tools → Autonomous agents the man who built Google's AI systems just said the model is no longer the bot
"Until we run out of problems, we're not going to run out of demand." Erik Torenberg, Martin Casado, Ben Horowitz, and Raghu Raghuram on why AI demand has no ceiling, and what that means for supply: "As we've moved from chatbots to reasoning to agents to multi
Jensen Huang, CEO of Nvidia: "Every engineer is going to have and manage hundreds of agents." The most valuable engineering skill of 2026 is not taught in any university. No CS program teaches harness engineering. No bootcamp teaches agent memory architecture.
LOOPS VS GRAPHS: THE ONE DISTINCTION THAT GETS YOU PROMOTED IN 2026 ask ten engineers running Claude which one they're using. eight won't know. that's the gap. > loop - you set the frame, the agent finds the path. best when nobody knows the route yet > graph -
On July 24 in Beijing, AnySearch, OpenBuild, and DataWhale will explore the future of AI search through a product premiere, real-world integration cases, and a panel on agent-ready information infrastructure. As search users shift from humans to agents, links
Claude 新的一篇博文《How Warp builds self-improving agents on Claude》 https:// claude.com/blog/how-warp- builds-self-improving-agents-on-claude … ，看了后还是挺有收获，它解决的是 Skill 的进化问题。 这个问题我以前也研究过，我写了一个反编译 JS 代码的 Skill（ http:// github.com/JimLiu/decode- codex/blob/main/.agent
Andrej Karpathy, former OpenAI researcher and Tesla Autopilot engineer: "I could have charged $10,000 for this Instead, I put it on YouTube for free" Tesla Autopilot → OpenAI → AI Engineering → Agent Systems The man who built Autopilot from scratch and co-foun
this is f*cking gold the cleanest graph engineering setup I've seen one agent extracts claims from raw sources, one proposes how they connect, one checks every claim against what's already there every claim gets appended, timestamped, sourced. nothing ever get
HOLY SH*T — GROK BOT LIT THE FUSE, KIMI K3 BUILT THE CREW The idea in the video is simple: one person turned Kimi K3 into a four-person AI team over a weekend, giving each agent a specific role instead of making one model do everything. One can handle research
Previewing the Model Hardware Standard \ Anthropic Announcements Beneficial Deployments Previewing the Model Hardware Standard Aug 27, 2026 We’re opening a research preview of the Model Hardware Standard (MHS), a shared specification for AI agents to safely op
Discover how loveholidays uses OpenAI Codex to make software development accessible across the business, helping teams turn ideas into products faster.
Use the Admin plugin for ChatGPT Work and Codex to analyze workspace usage, manage members and permissions, adjust limits, and act on admin requests.
My 8-agent Grok Bot floor went fully hands-off this week. It hasn't asked for me since. The whole desk trades itself while I sleep. Not clickbait I stopped babysitting isolated prompts. I wired the entire floor into one org-chart and taught it once with a sing
Replit President Michele Catasta on coding agents: "I think the shortest possible summary is autonomy" 24 minutes of Replit's President explaining how a coding agent does useful work for 10–15 minutes at a time Users can stop or redirect the agent in chat duri
Andrej Karpathy and his 1 hour masterclass at Stanford "Delete everything Keep Graph" He explains that LLM itself is only 10% of the stack and agents barely get you to half, but full 100% comes down to message passing across directed graphs While most people f
Anthropic engineer: "Don’t trust your agent to never fail. Make the first mistake recoverable and make 95% of the potential damage unreachable. We learned this after an agent confidently did the wrong thing ~200 times in 90 seconds." In this talk, he reveals h
most people testing K3 Agent Swarm ask it for a landing page and call it a demo... this one asked for a working database, real filters, and launch docs, and that's where it actually gets interesting| here's what 300 agents building a real product looked like,
Grok Bot is running an IT studio for me. $200 a month, six AI agents, one router, and a mailbox that never stops that's the whole business. it's been a people business for thirty years > LEAD reads the ticket, decides who takes it, never writes code > FRONTEND
What does it take to move AI agents from pilot to production? Alex Salazar joins Microsoft for Startups Director Heena Purohit for #FounderFriday to share how @TryArcade is helping enterprises securely connect AI agents to the tools they need to take action. T
i genuinely can't understand why more people aren't running their x account through an agent that never logs off grok bot quietly solved the exact problem that makes most ai automation fall apart the moment you close your laptop, and almost nobody's testing it
Matt Pocock (AI Engineer World's Fair): "your AI gets dumber with every token. after 100K it doesn't matter if you have 1 million context window." in a 90-min live workshop, he builds a full feature from idea to production using AI agents – and shows every ste
THIS IS F**KING INSANE SOMEONE MADE $17k USING THIS STILL DONT UNDERSTAND WHY EVERYONE ISN’S ON IT YET Grok Bot now lets you spin up an entire agent crew with one message multiple bots working a task together instead of one solo agent grinding through it alone
THE MOST EXPENSIVE AI MISTAKE ISN'T A BAD ANSWER. IT'S A BAD ANSWER THAT RUNS EVERY TUESDAY. A chatbot hallucinating once is annoying. An agent with Gmail, files, dashboards and scheduled routines hallucinating the same workflow every week is infrastructure fa
A KIMI ENGINEER JUST SHOWED WHY AGENT MEMORY SHOULD BE BUILT AS RULES + RELATIONSHIPS, NOT A BIGGER CHAT HISTORY 3 persistent constraints load before the run, then every useful claim, entity and conflict gets added to 1 context graph instead of disappearing wi
F**KING SH*T, THIS 84K-STAR REPO TURNS KIMI INTO A CODING AGENT openhands is an open-source software engineering agent that edits files, runs commands and works through tasks without stopping after every prompt repo → agent workspace → kimi k2.7 → edit → run →
This is what AI engineering looks like after prompting stops being the main interface Not a chat box - a routing system The model is only one layer now. Around it you have agents passing state, tools firing in sequence, supervisors catching bad outputs, and gr
Grok Bot is live on Cursor subs now. We ran it launch week. It never asks for our computer, every bot gets its own. A couple hours in we'd stopped calling it an agent. It's an employee. Getting in used to mean SuperGrok Heavy at $300 or Cursor Ultra at $200. N
RUNNING A BUSINESS WITH GROK BOT IS ALMOST UNFAIRLY EASY NOW i run a small team of bots, not one do everything agent. here is the structure and why it works: > Atlas is my chief of staff. i only talk to Atlas. it reads the others' roles and hands each task to
The best Claude upgrades aren't coming from Anthropic. they're coming from GitHub. i went through dozens of AI repos and kept 15 that actually change what your agent can do. not wrappers. not another "awesome list". these add the things models still suck at: •
Everything you need to set up Grok Bot properly is in one repo. 113 links, zero guesswork. Official docs, install steps, real setups. One guy purged 90K emails with it. Another runs 12 Bots on one roster. Skills, MCP plugins, reviews vs OpenClaw and Claude Cow
Grok Bot by Elon Musk just woke up a dead 4,812-note Obsidian vault for $0.30 a run. 12 agents, 1 vault, 19 seconds start to finish. Every Obsidian vault looks the same by year 3: 4,812 notes, 247 orphans, 21 links that actually connect anything, a graveyard w
HE SELLS AI AUTOMATIONS FOR $3,000 And the most interesting thing is not some complicated robot. AI Agent receives messages, processes them, uses memory, sends emails through Gmail. All this can be collected through n8n. That is, people do not just pay for AI.
ANTHROPIC JUST TURNED CLAUDE INTO A UNIVERSITY and dropped 289 learning resources in one place not random prompting threads a complete path from your first Claude chat to production AI agents Claude 101 → Claude Code → skills → subagents → MCP → API → RAG → ag
No f**king way. Claude Code can now hack apps AI agents that hack your own app, then hand you the exploit that worked Strix is open source AI penetration testing. You give it a directory or a URL, it runs your app, finds the holes, and proves each one with a w
Playwriter connects MCP agents to your actual Chrome session - logins, extensions, and cookies included. Full Playwright API via CLI or MCP, plus stateful sessions that persist data between calls. Explore it here: https:// osp.fyi/playwriter
17,600 recovered actions, four and a half days inside production, and the motive was the most boring one available. Hugging Face published the forensic reconstruction. An OpenAI agent, running a cyber benchmark called ExploitGym, broke out of its evaluation sa
With a fixed deadline and design resources committed elsewhere, Stampli used Codex and ChatGPT Work to compress weeks of launch production into days.
36.2% turns into roughly 72% if you forgive a single criterion. same runs, same models, one rubric line relaxed. which tells you exactly what those failures are made of. THE AGENT DOES ALMOST THE WHOLE JOB. IT MISSES THE ONE THING THE POLICY EXISTED FOR. the p
So much great work is coming on the memory layer of AI. And this looks like super close to fixing the part of gmail i hate most. @getlindy 's new Chrome extension moves the AI agent assistant right into my Gmail itself. Removs the need to switch to a separate
are you ready to give your agent access to your bank account?
ETH Zurich put LLM agent groups in consensus games. With no adversaries at all, only 41.6% of runs ended in valid consensus. Add one saboteur and it gets worse. Agreement between agents is probabilistic. Settlement has to be deterministic: https:// agent-dashb
TinyFish has been live on Pond for 4 days. 83 AI agents and human experts ran tasks with it, 10 already paid out. If a task needs live web data, TinyFish gets it. Search and fetch for any site, a web agent when it needs to click through and act. Open tasks
Asana used OpenAI Codex to replace an outdated testing system in two weeks, completing work expected to take five years for about $12K.
The best way to make an AI agent faster is a permission list. Here is why it works: you delegate to an agent the same way you do to an employee: safe tasks, permissioned tasks, blocked tasks. Sort each task into one of the three groups, and you always know how
Learn how @unifygtm cut 90-95% of model costs two weeks before launch on last week’s Max Agency episode YouTube: https:// youtu.be/6898VdRtKDE Apple: https:// podcasts.apple.com/nz/podcast/how -unify-cut-its-ai-agent-costs-95-in-two-weeks/id1891551672?i=100078
xAI and Grok engineer: "If you don't learn to how to use orchestrate agents with Grok now, you'll spend 2027 catching up to people who started today" In a 1 hour he reveals the entire workflow used by every engineer inside. Worth more than a $500 AI engineerin
Tuned Evaluators automatically add quality feedback to production traces. They come with the tuned model, prompt, and managed infrastructure already set up, so you can start finding agent behavior that needs attention in a few clicks.
This 3D coding test by @thehypedotnews found DeepSeek-V4-Pro-0813 used 48X more tokens than Muse Spark 1.2. thats why for agentic coding, the model's ability to reach an answer matters almost as much as the answer itself. A model that keeps reopening files, re
A 70-line Markdown file on GitHub has nearly over 200,000 combined stars, and it doesn't teach Claude anything new. It just tells Claude what not to do In January 2026, Andrej Karpathy posted publicly about the exact failure patterns everyone using AI coding a
"Agents are your new power users. They are power users from ... Day 1. They are now your Super Users. With agents, you don't worry about onboarding. They onboard themselves. Instead, they push the limits so fast, we ask our agents 'What Functionality is Holdin
IF YOUR AI REVIEWS ITS OWN WORK, IT WILL NEVER FIND ITS OWN MISTAKE a repo with 61 agents hit 10,000 GitHub stars in a week, and it’s not because of a new model. every agent has exactly one job. but that’s not even the interesting part. when one model writes c
PipesHub is an open-source context layer for enterprise AI that connects org-wide knowledge while preserving access permissions and generating citations. Ships with Node, Python, and Go SDKs plus MCP support for building agents and RAG apps. Explore it here:
“With coding agents, you’re putting this jetpack on and going 10,000 miles an hour, doing things you were never able to do before.” In this conversation, @OpenAI ’s @steipete and @thsottiaux join Databricks Co-founder @pwendell to unpack what comes next as age
"If you can't try an agent out of the gate and just get it into production, you're dead. The old, slow 'demo-to-decide-to-implement' flow is going away. The WOW experience now is your agent works for real on Day 1" @abialecki CEO @klaviyo
How secure is your crypto in cold storage? We sat down with Charles Guillemet ( @P3b7_ ), CTO of @Ledger , to discuss hardware wallet security, post-quantum cryptography, and exploit-resilient agentic payments. Full podcast out now.
Get an agent to resolve incidents with you at 3 am.
GPT-5.6 Sol 1M in Codex. This used to only work for API keys, but we just flipped the switch and works for usage through ChatGPT accounts now too. The same warning applies, there is a reason the current context length is the default, we have tuned it to ~perfe
Here is how to enable a 1M-token context window in Codex for GPT-5.6 Sol. Even though we have tuned the context limit in Codex to be set optimally when it comes to performance and cost, this is a common ask, so here it is documented. A larger context window le
SWE-Bench ProMax Benchmarking Agents on Large-Scale Multilingual Code Refactoring paper: https:// huggingface.co/papers/2608.09 802 …
Do all of your agents need a frontier model? We ran NVIDIA's open source router, Switchyard, through our Deep Agents eval suite comprising of 145 multi-step tasks - Tool use, retrieval, filesystem operations, long context. The result: 93% of turns went to a 30
LangSmith is now available as a bring your own cloud deployment on @awscloud . Keep agent traces and runtime data inside your AWS boundary, while LangChain manages provisioning, upgrades, scaling, and support. BYOC gives teams data sovereignty with the speed o
I've been testing Bot Mode in the Hermes Desktop App a bit today, so I made a quick video showing the key features and how it differs from a normal Hermes session: - Side bar shows a list of bots (agent profiles) you can talk to - Agent Inbox allows bots to co
Codex 用户们期待已久的功能终于实现 Claude、Gemini、DeepSeek、Kimi、Grok、Qwen、MiniMax 等模型都能在 Codex 中直接使用 最近推出的「Codex Router」 简直太厉害了
Learn how startups use GPT-5.6 to build faster, more cost-efficient AI agents with smarter model selection and new Responses API capabilities.
See how RingCentral uses ChatGPT Work and Codex to accelerate AI product development and centralize operational intelligence across engineering and operations.
OpenAI research reveals how enterprises are adopting agentic AI, using ChatGPT and Codex, and how frontier firms are pulling ahead in AI adoption.
We built something new on QwenCloud: QwenCloud Arena — an Arena for agents solving real-industry challenges We're taking Agents into industries and business problems. Every task comes from real business scenarios, because the Agents worth building are the ones
centaur - Centaur is frontier, agentic infrastructure that you own. Centaur is like Claude Tag, but open source and on steroids.
Introducing Unsloth Desktop The first desktop app to run and train models locally. • Open-source. Runs on Mac, Windows and Linux • Supports MLX, diffusion image/video, audio, GGUF • Connect Claude Code and Codex to local LLMs • 50% more accurate, self-healing
Launch Day!!! @invideoOfficial Agent 2 is now LIVE!!!
Introducing Monid, the easiest way to connect your agent to 1,200+ tools & APIs. Your agent discovers, runs, and pays for tools at runtime. So you'll never sign up for a dozen accounts or pay for subscriptions you barely use. We routed 1M+ tool calls last mont
Garry Tan says AI enables a single markdown file to act like an employee: "If you really want to tokenmax, you have to use something like Hermes Agent or OpenClaw... let me load a million tokens or 800,000 tokens into any given request." "For a CEO or a founde
Codex 简直是宰客啊～！！！ 最聪明的设置居然在初始状态下被关掉了，大部分人好像都没用上，笑死 Codex 可以把推理强度选成 6 个等级，但初始状态下最高的那档「Max」连选项里都没有出现啊。 这太浪费了，其实 3 秒钟就能解锁，
This library is ImageFirm's first public asset — the start of the journey. Every sheet is a working document from things we actually build and run: agents, rollouts, intelligence work, field projects. It is published in the open, with no paywall and no tracker
Your AI coding agent proposes five classes, three levels of inheritance, and a metaclass. The problem needed one @dataclass . Build the judgment to tell the difference:
Agent workflows change with every request. NVIDIA NeMo Switchyard is an open-source model-routing library that routes each request across the models you choose using live context, tool results and agent progress. See how it works.
Datadog CISO Emilio Escobar on Securing Agents at Scale In this conversation, Emilio Escobar joins a16z's Joel de la Garza at Black Hat to cover what happens when you hand coding agents to 4,000 engineers, why the permissioning that worked for a decade broke t
Datadog CISO Emilio Escobar says intent is now a must-have for AI security solutions: "These agents are trained on existing code, and they have a reward structure. If code is meant to solve the bug, but it gets rewarded on that, it doesn't care if it's doing s
Malicious MCP servers can make AI coding agents exfiltrate SSH keys, .env secrets, source code, and customer data. The attack, dubbed “GhostSplice,” splits a request across MCP channels so no single fragment looks overtly malicious. In the researchers’ tests,
a life update: i started a new company called Pragmatik (p7k) Labs (语用科技) in shanghai, focusing on the research of next-generation agents across digital and physical worlds. thanks to Gaorong Ventures and HSG (红杉中国 & 高榕创投) for co-leading this round, and to Ten
LoopX Lightweight loop engineering state kernel for long-running AI agent teams. Agent-loop agnostic across Codex, Claude Code, and other coding agents, with durable goals, quota-aware auto-wake, executable todos, evidence logs, and verifiable handoffs.
The boundary between a specification and a product is dissolving. A Markdown file can now behave like a small software service when an AI agent can read instructions, use tools, and act on schedule. "Do you know how many companies are at this event where their
You can now keep your work from other agents in sync with ChatGPT Work and Codex. Import projects, chats, skills, and plugins, review your import history, and opt in to automatic updates in Settings. Now available in the ChatGPT desktop app.
NVIDIA CEO, Jensen Huang: "I'd hire the graduate who's expert in AI over the one who isn't. Every time" he's not talking about people who use AI everyone uses AI. he's talking about people who know the stack. agents. frameworks. tools. workflows. skills. autom
. @Toyota built their R&D GPT on Deep Agents to help employees search years of paint, seat, and manufacturing research with a single command. Here's their story.
Tool access is production access. Learn how to secure AI agents with deterministic policies, schemas, and human approval gates. Thanks to Andela
YugabyteDB AMP uses serverless PostgreSQL and four AI agents to manage database fleets, scale idle workloads to zero and support scaling without migration. Thanks to Yugabyte
"I like to move extremely fast, but in order to move fast, you need to have brakes." Up to 200,000 AI agents wake up at Kavak every day. CPO & AI Officer Alejandro Maza says eval quality is what sets the ceiling on speed at that scale: "So to give you a sense