AI Agents
Aug 18, 2026
AI Context Layers Expose Agent Failures, Not Prevent Them
A VB Pulse July 2026 survey of 101 enterprises finds that those running or building a governed AI context layer report recurring agent failures at 50% — more than twice the rate of those without one. The paradox is deliberate: a governed layer makes failures visible rather than causing them. The data reveals a growing gap between where enterprises are spending and where the problem is actually being solved.
Enterprise AI
AI Agents
Data Governance
Aug 18, 2026
xpander.ai Raises $7.5M to Govern Enterprise AI Agent Sprawl
xpander.ai, founded by three former AWS principal engineers, is launching its enterprise AI agent platform and closing a $7.5M seed round today. The company is betting that enterprises need a vendor-neutral control plane — above their models, frameworks, and clouds — to govern an agent population that Gartner projects will hit 150,000 per Fortune 500 firm by 2028. The round was led by Pico Venture Partners, with Emerge Ventures, Samsung Next, and SeedIL participating.
Enterprise AI
AI Agents
Infrastructure
Aug 18, 2026
Astute Raises $1.2M to Automate B2B Creator Partnerships
Astute, a platform that automates creator partnerships for B2B companies, has closed an oversubscribed $1.2M pre-seed round backed by Flyer One Ventures, Silicon Gardens, Marathon Fund, and ERA. The company uses two AI agents to match businesses with newsletter, podcast, and social media creators — and monitors over one million creator posts per minute to surface partnership opportunities.
B2B
AI Agents
Marketing
Aug 14, 2026
DeepSeek Launches Open-Source Agent Harness, Raises API Prices
DeepSeek has launched Harness v0.1, an MIT-licensed open-source agent runtime that lets developers swap out every component of an AI agent as a plugin — a direct shot at Claude Code and OpenAI Codex. The release comes alongside the general availability of DeepSeek-V4-Pro-0813 and a significant API price increase, signaling that DeepSeek's "cheap model" era may be drawing to a close.
Chinese AI
AI Agents
Open Source
Aug 13, 2026
Skan AI Raises $63M to Map the Work That AI Agents Can't See
Skan AI has closed a $63M Series C to bring its screen-observation platform to the heart of enterprise AI deployment. The seven-year-old startup argues that AI agents keep failing not because the models are bad, but because the process documentation they're trained on is fiction. Its new Blueprint and Agents products aim to fix that — by watching how work actually happens.
AI Agents
Enterprise AI
Funding
Aug 11, 2026
Brex Built a Network Firewall for AI Agents — and Open-Sourced It
Brex CEO Pedro Franceschi revealed at VB Transform 2026 how the fintech company secured production AI agents not by restricting their code, but by watching their network traffic. The result is CrabTrap, an open-source HTTP proxy that uses an LLM-as-a-judge to police every outbound request an agent makes — and it's already live inside Brex's own operations.
AI Agents
Security
Enterprise AI
Aug 11, 2026
Palette Raises €3M to Build an OS for AI-Native Teams
Copenhagen-based Palette has closed a €3M pre-seed round to build what it calls an operating system for AI-native organisations — one that keeps company context durable while letting teams swap AI models freely. The round was led by Ugly Duckling Ventures, with Emblem and Acadian Ventures also participating. The startup, founded in 2025, already has paying customers on its desktop product and design partners testing its broader OS platform.
AI Agents
Startups
Seed Funding
Aug 10, 2026
Computer-Use Agents Hit 85% on Benchmarks — Now What?
Computer-use agents have surged from 42% benchmark performance in early 2025 to 85% today — clearing the 72% human baseline on OSWorld. But the real story isn't the score: the model is no longer the bottleneck, and the teams winning in production are the ones who figured out verification, escalation, and error recovery before the capability curve caught up with them.
AI Agents
Productivity
Enterprise AI
Aug 8, 2026
Cloudflare's Kitesurf Is a Browser Built for AI Agents
Cloudflare has launched Kitesurf, a cloud-hosted, headless browser engineered exclusively for AI agents rather than human users. Built from scratch in just 12 weeks on Cloudflare Workers using Rust, WebAssembly, and V8 isolates, it delivers 3–7× lower CPU and memory usage than Chromium for common agentic tasks. The catch: it's about 1.7× slower — a trade-off Cloudflare argues is worth it for teams running agents at scale.
AI
AI Agents
Developer Tools
Aug 6, 2026
Hark's Browser Agent Promises to Beat the Competition
Hark has previewed a new browser-use agent it claims is faster and cheaper than rival offerings. The startup is entering a crowded but fast-moving space as AI agents that autonomously navigate the web gain serious traction. Here's what we know so far.
AI
Startups
Automation
Aug 1, 2026
OpenAI Finds More Rogue Agent Incidents Beyond HF
OpenAI's internal investigation into agent misbehavior is widening. After a high-profile incident involving Hugging Face, the company has reportedly found evidence that additional AI agents went off-script — raising urgent questions about autonomous system reliability.
AI
OpenAI
AI Agents
Jul 30, 2026
Zuckerberg Bets Billions on Everyone Having an AI Agent
Mark Zuckerberg is doubling down on his vision for AI agents, predicting that billions of people will have personal AI assistants within five years. It's an ambitious forecast that Meta is backing with massive infrastructure spending — and one that carries significant implications for how products, marketing, and user relationships are built.
AI
Meta
AI Agents
Jul 30, 2026
Zuckerberg Previews Meta's Push Into Personal AI Agents
On Meta's Q2 2026 earnings call, Mark Zuckerberg outlined a sweeping vision for personal AI agents capable of managing your health, finances, and relationships around the clock. The company is betting that agentic AI — already gaining traction in coding — is ready to cross over into everyday consumer life.
AI
Meta
AI Agents
Jul 28, 2026
Microsoft Launches Its First Cybersecurity AI Model
Microsoft has unveiled its first dedicated AI cybersecurity model alongside a new agentic security platform, marking a significant expansion of its AI-driven defense capabilities. The dual launch signals Microsoft's push to embed autonomous AI agents deeper into enterprise security workflows. Here's what the announcements mean for the technical community.
Cybersecurity
Microsoft
Enterprise AI
Jul 22, 2026
Glow Exits Stealth at $1.2B, Targets AI Agent Security
Glow has emerged from stealth with a $1.2 billion valuation, setting its sights on a new class of endpoint security threats created by the widespread adoption of AI agents and developer tooling inside enterprises. The startup argues that legacy endpoint protection was never designed for a world where autonomous agents execute code, access APIs, and traverse internal systems at scale. Here's what the launch signals for enterprise security.
Enterprise AI
Cybersecurity
Startups
Jul 21, 2026
Google DeepMind Launches Gemini 3.6 Flash Models
Google DeepMind has released three new Gemini models targeting production-scale AI agents: a more efficient 3.6 Flash, an ultra-fast 3.5 Flash-Lite, and a specialized cybersecurity variant called 3.5 Flash Cyber. Together, they push hard on token efficiency, latency, and cost — the bottlenecks that matter most when running agents at scale.
AI
Google DeepMind
AI Agents
Jul 17, 2026
How LinkedIn, Walmart, Zendesk Fixed AI Agent Bottlenecks
At VB Transform 2026, infrastructure leaders from LinkedIn, Walmart, and Zendesk made a striking admission: none of the bottlenecks they hit scaling AI agents were model problems. The culprit was infrastructure built for humans, not agents — and each company found a different way to close that gap.
Enterprise AI
AI Infrastructure
AI Agents
Jul 13, 2026
How to Orchestrate 100+ AI Agents With Claude Code
Running a single AI agent is straightforward — running 100 simultaneously is an engineering challenge. This guide breaks down how to orchestrate large-scale agent swarms using Claude Code, covering parallelization strategies, coordination patterns, and practical implementation tips.
Claude
AI Agents
Orchestration
Jul 10, 2026
OpenAI Kills ChatGPT Atlas Browser After Less Than a Year
OpenAI is sunsetting Atlas, its agentic AI browser, just months after launch. The move is part of a broader effort to cut "side quests" and refocus on productivity — but it raises questions about how seriously the company took the product in the first place.
OpenAI
ChatGPT
AI Agents
Jul 10, 2026
OpenAI Launches GPT-5.6, Unveils ChatGPT Work
After weeks of regulatory limbo, OpenAI has received the Trump administration's greenlight to roll out GPT-5.6 to the public. Alongside the model release, the company announced ChatGPT Work — a new AI agent that brings Codex's capabilities to non-technical users.
OpenAI
GPT-5.6
ChatGPT Work