All AI Pulse updates tagged "\bagent\b".
133 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
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
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
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
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
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
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
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,
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
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 →
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
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.
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
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
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
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.
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
"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
Get an agent to resolve incidents with you at 3 am.
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
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
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.
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
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。
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
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:
Day 11! Under the hood - this agent is a different beast!
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.
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
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。
Meta’s new coding agent is cheap (but it’ll cost you your data).
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
Hermes Agent Desktop keeps evolving
“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!
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.
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
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
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.)
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!
Agentic AI Demands a New Approach to Identity and Access Management https:// infosecurity-magazine.com/opinions/agent ic-ai-demands-new-approach-to/ … #AgenticAI
But there will still be apps like X with lots of visual content. And I want to either touch and swipe or use eye navigation with glasses. Even a superhuman AI agent that can produce a perfect visualization on demand will have to use apps e.g. Signal or Amazon
I feel like AI can handle state management to an extent but performance may not be a strong suit cause it requires the agent has a full understanding of the shapes of all data being transferred, IO, backend ops, and so much more context it may not have
On April 3rd, Andrej Karpathy posted a fix for AI amnesia - and the dev world copied it in a single weekend. here's the full build: turn your notes into a knowledge graph your agent can query, kept as plain Obsidian markdown you own: • 00:00 - your coding assi
Nonsense thesis - no company is giving up MS suite and azure anytime soon, if anything AI is a tailwind due to added features and agent to agent workflows Shares likely to follow goog and go down on a larger cap ex guide. Goog have lit the touchpaper with thei
FORGET EVERYTHING YOU KNOW ABOUT MULTI-AGENT SYSTEMS! This interface is running a real-time inference mesh where 64 specialized nodes exchange state updates every 12ms instead of waiting for a central coordinator. Every decision is propagated before the next t
Just killed all other coding agent IDEs. This IDE works on YOUR existing workflow. No orchestration BS. Manage 1000s of stateful claude code sessions, each "working on something". Rate limits on your sub reached? 1-click switch subs, resume session. Shut down
my agent ran green for two weeks. tokens fine, latency fine, zero errors i watched the dashboard and felt calm. then i opened the actual output it had been confidently shipping garbage the whole time on the diagram these are two separate boxes, and i had been
BREAKING... APPLIED GRAPH ENGINEERING JUST TURNED AUTONOMOUS AGENTS INTO NEVER-ENDING EXECUTION ENGINES. Instead of a linear prompt chain, every agent is a graph node with isolated state, local memory, and deterministic transitions. Loop controllers continuous
CLAUDE NOW GENERATES FIVE DISTINCT GRAPH ARCHITECTURES DEPENDING ON WHAT THE SYSTEM ACTUALLY NEEDS Most agent systems get forced onto one topology regardless of scale, wasting coordination overhead on tasks that don't need it. The app builds a linear chain for
Traditional job roles are just like those where you're still looking for front-end engineers, back-end engineers, big data engineers, and the like. What you should focus on is AI product managers, enterprise FDEs, and AI Agent engineers. I'll make a bold predi
Agent governance extends beyond security, bringing together authentication, audit logs, user management, provider secrets, data separation, data residency, rate limits, fallbacks, and centralized spend controls. On August 12th, we’ll share a practical framewor
If you are building real-time voice agents with @GoogleDeepMind Gemini Live, you can now trace your speech-to-speech agent loops directly in @LangChain ! - Speaker callback hooks capture only the exact audio your user heard before an interrupted event. - Live
The 1st open-source local agent to surpass Hermes on GAIA benchmark. Loop design, not model size, drove this whole gap. @atomicagent_io , a local-first AI agent that runs on your machine, with local or cloud models. Open source on macOS, Windows & Linux. Both
Andrew Ng just dropped a free 1-hour course on building agentic knowledge graphs. 60 minutes. Free. From the person who trained half the AI engineers alive. 00:00 - Introduction to agentic Graphs 03:07 - Construction of agentic Graphs 14:00 - Architecture of m
Nanocoder is a terminal-based coding agent that runs on any model and keeps your code local, built by a community collective rather than a company. - Bring your own model via Ollama or any OpenAI-compatible API - Inline mode renders messages into the terminal'
A TEAM JUST DEPLOYED 15 AUTONOMOUS LOOP AGENTS FROM A SINGLE PROMPT USING APPLIED GRAPH ENGINEERING Most developers still manually hardcode multi agent systems, writing separate logic for every individual task. Graph engineering changes this by using a central
All models are now 20% off for a limited time at Nous Portal, the best way to power your Hermes Agent. Yes, even the expensive frontier models. http:// portal.nousresearch.com/signup
We just raised $5.5M to answer one question: Who pays when your AI agent **** up ? Until now, nobody had a good answer. That's why we built @klaimee_ai : insurance-backed performance warranty for AI agents. AI agents are taking real actions inside enterprises.
HERMES AGENT BECOMES 10X MORE USEFUL WHEN YOU CONFIGURE THESE 5 THINGS. EACH ONE TAKES 5 MINUTES. MOST USERS NEVER TOUCH THEM. 1. THE RIGHT MODELS one model for everything = wrong model for most things. GPT-5.6 Sol: strongest reasoning. daily driver. access th
SAME AGENT. SAME TASK. DIFFERENT PRICE TAG. → browsing the site: $1.43 → running the CLI it built itself: $0.18 it learned the site once. never browsed it again. that's not a discount. that's a different architecture. take a look at @heywebcmd
What is the best video editing agent for short form social? Does it actually work? We watched professional video editors, step by step, as they built short-form social reels in Adobe Premiere Pro. Today we're open-sourcing this preview dataset on @huggingface
Kimi Code CLI: The Ultimate Terminal AI Coding Tool Official Moonshot AI open-source terminal AI Agent: kimi launches with one click, capable of reading and writing code, running shell commands, searching files, scraping web pages, and making autonomous decisi
Hermes Agent v0.19.0: The Quicksilver Release Changelog below
He's 27. His AI agents are running businesses while he sleeps. Most people still use AI to answer questions. He uses AI to run companies. One agent researches products. Another creates content. Another publishes posts. Another manages operations. Everything ru
AN AI AGENT SYSTEM RUNS AN ENTIRE COMPANY 24/7 - BUT THAT’S JUST THE TIP OF THE ICEBERG I just watched a really well-made video showcasing an AI agent system It features a full “neural cortex” dashboard where every agent is connected and working together in re
PEOPLE ARE BUILDING MIND-BLOWING WORLDS WITH KIMI K3 One prompt. One agent swarm. Three hours later: a fully interactive browser-based macOS 27 complete with liquid glass effects, native apps, and a working chess game. Clickable windows, FaceTime pop-ups, the
HERMES AGENT v0.18.0 JUST SHIPPED. "THE JUDGMENT RELEASE." 1,720 COMMITS. 998 PRs. 370+ CONTRIBUTORS. ZERO OPEN P0 OR P1 BUGS. FIRST TIME EVER. the team spent 12 days clearing every critical and high-priority issue in the entire repo. 692 items resolved. zero