How RingCentral builds AI-native work from engineering to ops
See how RingCentral uses ChatGPT Work and Codex to accelerate AI product development and centralize operational intelligence across engineering and operations.
All AI Pulse updates tagged "Agent".
263 signalsSee 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
you can just add static stress analysis to your agentic CAD tool and nobody can stop you. dropping shortly on http:// nurb.dev
Hermes has twelve browser tools. Browser Use mode replaces them with a single one, driven by @browser_use 's CLI 3.0. Instead of a dozen schemas in every request and a tool call per click, the agent writes a script. In our tests that cut token use 48-66% with
Claude Code把间接提示词注入攻击压到了【接近0】。 Boris Cherny透露,关键不是单一防线,而是叠加模型训练、输入探测和意图分类器;即使面对未见过的攻击,也能保持效果。 基于这套防护,Auto Mode将从下周起成为默认模式。Agent安全可能真的迈过了一道坎。
whether you’re indie or running a startup, own distribution soon, agentic attention will surpass human attention online agents will search, compare, decide, buy for us own the path to them
Google Cloud x The Home Depot: advancing interconnected retail through new agentic AI tools. With Gemini models and Gemini Enterprise for Customer Experience, The Home Depot is using AI to make the entire home improvement journey easier.
Rogue AI • Metabase 0-day • Spectre bypass • Webmail attacks • Router backdoors • MCP supply-chain malware • 440 poisoned packages • AI token jacking • Device-code phishing • $30M crypto attacks • 26 ransomware hits a day. That was just one week. Catch up with
You know how refreshing the page kills your AI chat mid-response? @triggerdotdev 's new chat agent fixes that so it survives crashes, redeploys and can pause to ask permission before a tool does something scary. Worth checking out: https:// fandf.co/4wb86bf
Rapidly build, deploy, and scale secure agentic AI applications for full-scale production workloads with Oracle AI Database.
Stop outsourcing your PR review agent. It's so easy to build your own! Here's how to hand-roll a PR review agent with GitHub CI in 60 seconds:
On the latest Max Agency, @cognition president @russelljkaplan shared why devs stopped chasing the best model and started chasing efficiency. YouTube: https:// youtube.com/watch?si=Ff-wq 0tBPTx-SC8V&v=bBUotstDLdk&feature=youtu.be … Apple: https:// podcasts.app
Day 11! Under the hood - this agent is a different beast!
Scaling #ChatGPT to 900M weekly users isn't just a GPU problem. See how performance engineering is evolving for the agentic era with AI agents, richer telemetry, and end-to-end latency visibility. Watch now: https:// bit.ly/458SHx9 #AI #Performance #AgenticAI
现在热门创业的产品方向,一窝蜂都是在赶时髦做Agent产品,比如“某领域的Manus”、“某领域的Claude Code”、“某领域的WorkBuddy”、“某领域的OpenClaw”,好像所有的产品都必须是Agent,不提Agent就做不出来产品似的。 你们都去做Agent了,把非Agent的产品机会留给我了,挺好。
Deploy AI agents across your entire company. Every agent gets its own prompt, tools, skills, and budget — managed from one command center.
The last 24 hours of AI for builders: • Claude Code sessions can now message each other • Making an agent refuse to lie: your verifier needs its own eval set • "Code was never the hard part" • DeepSeek V4 Flash resets the coding price floor
55,000 tokens are sitting in your agent before you type a word. that is a 150-page manual it re-reads from page one on every single turn. not a setup cost. rent. five MCP servers - github, slack, sentry, grafana, splunk - and anthropic's own docs put the tool
Explore how GitHub Copilot Workspace and the rise of AI agents are reshaping the future of software engineering.
If you’re not reading the code, whether explicitly or through agentic inquiry, one or more of these is true: ○ You’re a beginner ○ Software is throwaway ○ You’re prototyping ○ You have no users / revenue ○ You’re taking on debt & risk ○ Your problems are basic
OpenAI 正在赠送 $1.200 免费额度用于 Codex 你只需要: > 在 GitHub 上有一个公共仓库 > 填写一个表单 然后他们会赠送你 6 个月的 ChatGPT Pro + Codex 几乎没人谈论这件事,因为他们不想让全世界都知道 你还有时间去做,即使你不会编程或者只是刚入门 这样操作: 1. 安装
Codex for saving money by reading the fine print:
Can you solve these agentic AI math problems by hand ? Getting a bit harder now. Download PDF: http:// byhand.ai/tokens-11-15 Problems 11 to 15: 11. Comparing three calls: same total tokens, three different bills 12. The average call: size a sample, then scale
一位博士研究生,做研究那几年脑子里塞满了论文、想法、各种截止日期。 后来记不住东西了,试了一圈笔记工具都觉得不对路,干脆自己做了一套。 My-Brain-Is-Full-Crew,给 Obsidian 配了 8 个 AI Agent,各管一摊。
How Vercel helps prevent surprise cloud bills: Soft & hard caps¹ Anomaly alerting² Recursion protection for Functions³ Billing usage APIs your agents can query⁴ Always-on DDoS L3/L4/L7 mitigation on all plans⁵ A ton of work went into the streaming data
Sam Altman: "I can kind of automate an entire startup of agents and four of us. Four people and all this compute." This might be the biggest startup opportunity of 2026. He says the startups being created today could be far more valuable than the startups of t
On July 21 OpenAI said its models escaped a test environment and broke into Hugging Face. On August 5, at a security conference, they revealed the details: since May, agents across different models had been leaving each other messages inside an internal packag
OpenAI, AWS, Cursor, GitHub and Microsoft back Vercel's new Agent Plugins standard for packaging AI skills and MCP servers. Here's what it means for developers.
一个非常合理的猜测:codex下次重置时间是8月14日。 原因:7月codex赠送大家的banked resets,如果你还没使用,将会在是8月13日过期,也就是说,大家一定会在8月13日使用。 @thsottiaux 如果在8月14日选择对所有人重置codex,实际付出的成本最低、又能延续了“codex会将重置狂欢延续下去”的童话。
Alibaba's ABSeeker adds step-level credit assignment to long-horizon search agents It backtracks from the answer to recover clues, then scores each step, rewarding useful actions in failed trajectories and suppressing errors in successful ones. 4B model matche
claude-seo - Universal SEO skill for Claude Code. 25 sub-skills + 18 sub-agents covering technical SEO, E-E-A-T, schema, GEO/AEO, backlinks, local SEO, maps intelligence, semantic clustering, e-c...
Build a Python MCP Client to Test Servers From Your Terminal Follow this Python project to build an MCP client that discovers MCP server capabilities and feeds an AI-powered chat with tool calls #python
Meta’s new coding agent is cheap (but it’ll cost you your data).
Easily build trustworthy agentic AI applications designed to maximize the value of your business data with Oracle AI Database.
Choosing the right #AI model isn't your first architectural decision. The real "first fork"? Deciding how your AI system is structured - choosing between skills, sub-agents, or alternative patterns. Practical criteria for long-term maintainability: ➤ https://
Jensen Huang, CEO of Nvidia: "People are teaching their agents to fully run a business and make money." Support. Sales. Operations. Coding. Marketing. Agents are taking every seat at the table. Entire companies are being compressed into workflows. But 99% of a
mrexodia / ida-pro-mcp AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.
Claude Opus 5 vs Kimi K3 vs Grok 4.5 vs Codex I handed the same unfinished drawing to four different AI models and said "be creative." four completely different cats came out. and I genuinely can't pick a favorite
If story is king then workflow is queen Check out these different use cases on how to use Workflows inside invideo Agent Two. Pre-production just gets smoother and smoother these days.
Today, Sierra’s launching Voice Personas, which enable you to give your agent not just a voice, but a personality. Voice AIs shouldn't sound the same. It's time to empower every company to define their own brand voice. And we had a ton of fun messing around, a
Many AI tasks can now run fully local or on-device. - Redact PII in the browser: OpenAI privacy-filter (1.5B) - Streaming speech-to-text: Nemotron-3.5 ASR (0.6B) - Parse documents: OvisOCR2 (0.9B) - Run agent loops: LFM2.5 (2.6B) - Moderate with your own polic
Hermes Agent Desktop keeps evolving
today, codex 1. save me $2000 a year in canceled subscriptions 2. found 44gb of extra disk space
“The others make the easy part easier. Vercel makes the hard part easy” – direct quote today from tech lead for AI agent platform built on http:// eve.dev at 55,000+ person company. They wanted to have their company's all-knowing agent, like our @𝚟. Tried @ai
expertise is mostly knowing what questions to ask and workflows you choose at the start is one way we've put that into the agent, so it asks you what it needs instead of you guessing what to brief. 9 at launch across filmmaking and marketing, and you can creat
An engineer asked a coding agent to fix a small bug. The agent decided the cleanest fix was to delete the prod environment. No confirmation prompt. No second pair of eyes. 13-hour outage, 6.3 million orders lost. @ajeetsraina on what went wrong and how to prev
sie - Open-source inference server and production cluster for all the models your agent needs.
You have a repeatable video process? You can teach that to this AI agent!
Head of Claude Code just revealed how Anthropic actually scales AI agents. 85% of their engineers already run dozens or even hundreds of agents every day. The real challenge is no longer building better models. It's designing the system that lets all of those
If you are a developer of an open-source project related to Agent Harness and would like to participate in the beta testing of DeepSeek Harness, you can reply or send me a private message. Please include your GitHub ID and a representative open-source work.
1) same model (GPT 5.6 Sol @ medium) 2) same environment (ubuntu 26.04) 3) same agentic tasks 4) same results 3) different token usage
A SWARM OF AI AGENTS BUILT A DEFENSE-GRADE TRACKING SYSTEM WHILE HE WAS ASLEEP. He went to bed. Fable 5 and Codex 5.6 kept working. He woke up to a system that takes flat 2D video — from Ray-Bans, an iPhone, a GoPro — and rebuilds the entire scene in 3D. Every
While everyone else argues about the latest models, Twitter and Reddit have spent months buzzing about something else: an AI agent called OpenClaw. It's not a chatbot, it actually performs actions on your computer, reads and writes files, runs terminal command
Those shell companies charging thousands or tens of thousands for AI voice customer service are in for a world of hurt—the official version has blown their whole game wide open. LiveKit has officially open-sourced this real-time voice AI Agent framework, direc
To save context during handoff by starting a new Session, this was a good practice half a year to a year ago, but now it's not really necessary, because codex handles context compression very well on its own, or just /compact once and continue is enough. Of co
started work on forge agents today
Great paper on Self-evolving agents. Enterprise agents cannot truly improve until their messy daily work becomes safe learning data. A future enterprise agent may improve by updating memory before changing its underlying model. The problem is that deployed age
This experiment is pretty interesting! Give an AI Agent a Mac mini and a real online iOS app. Equipped it with an email and a virtual credit card, letting it promote the product and make money on its own. Although the experiment failed—overseas communication r
Someone broke down three hidden "Quicksilver" features in Hermes Agent v0.19.0+, and it's trending as the ultimate setup for autonomous AI agents. Most people babysit their AI assistants, but configuring smart approvals, single-turn model routing, and self-imp
從獨白到共鳴:AI 正走向蜂群智慧 https:// open.substack.com/pub/aiagentcom mander/p/ai-151?r=5sbqf6&utm_campaign=post-expanded-share&utm_medium=web …
avatarin uses OpenAI’s GPT-Realtime to give Yamada Denki shoppers 24/7 multilingual support. In two weeks, 30,000 people used the agent and 92% of survey responses were positive.
We call them indie developers because we aren’t going after the enterprise use case. We are helping engineers with projects that could turn into something more. This is based on my development experience of My AI Analyst using ChatGPT, rather than an agent tha
the fact an ai agent can build the whole flow, design, timing etc is huge. if you want to connect your agent, try here: http:// nitrosend.com/SKILL.md (works from codex too so go run it yourself.)
All fun & games until AI hallucinates incorrect account valuation readings from a compromised RCP endpoint that serves the model. Without Agentic Errors & Omissions insurance, @FTDA_US risks customers losing more money to more on-chain attacks. Call us @FTDA_U
The cheapest token is the one you never send. Most AI agents keep sending the same context back to the LLM. CodeMode keeps execution inside a Code Sandbox, sending only what's needed for the next decision. Fewer tokens. Lower cost. Faster agents. https:// data
GPT-5.6 improves AI efficiency across models, inference, and agentic workflows, helping deliver more useful intelligence per dollar.
I’ll be visiting Trajectory Labs in Toronto from today, July 29, through Friday, July 31. I’d be very happy to connect and exchange ideas with anyone interested in cooperative AI, multi-agent systems, and related topics. Feel free to reach out!
Done all with proof also like and retweet. True 24/7 Autonomy & Machine-to-Machine Speed: Markets never sleep, but humans do. AI agents can monitor volatile liquidity shifts, rebalance portfolios, Programmatic DefAI & Composability.
Cognizant introduces EMEA AI Unit to support agentic AI at scale - Yahoo Finance https:// finance.yahoo.com/technology/ai/ articles/cognizant-introduces-emea-ai-unit-073702916.html … #AgenticAI
Forward-deployed engineering in the age of agentic AI | CIO https:// cio.com/article/420240 4/forward-deployed-engineering-in-the-age-of-agentic-ai-from-vibe-coding-to-governed-autonomy.html … #AgenticAI
Following Its AHRMM26 Debut, Genesis Opens Agentic AI Design Partner Program for ... https:// prnewswire.com/news-releases/ following-its-ahrmm26-debut-genesis-opens-agentic-ai-design-partner-program-for-hospital-supply-chain-leaders-302837553.html … #AgenticA
Braiin's Agentic AI Targets US$110B+ Global Relocation Market - Yahoo Finance https:// finance.yahoo.com/technology/ai/ articles/braiins-agentic-ai-targets-us-123000816.html … #AgenticAI
Beyond connectivity: Why IPv6 is the non-negotiable foundation for AI-agentic systems https:// omdia.tech.informa.com/blogs/2026/jul y/beyond-connectivity-why-iipv6-is-the-non-negotiable-foundation-for-ai-agentic-systems … #AgenticAI
How are AI models able to autonomously hack others? | Technology News | Al Jazeera https:// aljazeera.com/news/2026/7/29 /how-are-ai-models-able-to-autonomously-hack-others … #AgenticAI