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GitLab Orbit Goes GA, Claiming Up to 45x Fewer Agent Retries
GitLab Orbit, a context graph for AI coding agents, is now GA. GitLab says its tests showed up to 45x fewer retries and 4.5x fewer tokens.
Mintive Raises $7m to Give Every AI Agent Its Own Identity
Mintive, formerly MintMCP, has raised a $7m round led by Cowboy Ventures to give each AI agent its own identity, permissions and audit trail.
Mistral Opens Large 4 Weights: a 1-Trillion-Parameter Model
Mistral has released the weights of Large 4, a 1-trillion-parameter multimodal model, and warns its cyber skills carry a potential for real attack uplift.
Serval Raises $150m at a $3bn Valuation to Take On ServiceNow
Sequoia led Serval's $150m Series C at a $3bn valuation. The IT automation start-up will hire 500 people and build out its Catalyst AI agent.
DoorDash to Buy Instacart for $17bn, Facing a Long Antitrust Review
DoorDash has agreed to buy Instacart for $65 a share, about $17bn, mostly in cash. It needs US, Canadian and Israeli approval and may close in 2028.
Kakao Open-Sources Two Kanana-2 Embedding Models for Korean Search
Kakao has released 3bn and 1.3bn-parameter Kanana-2 embedding models on Hugging Face, topping its Korean retrieval tests while trailing Qwen3 in English.
Freshworks Buys Robusta to Add AI Outage Investigation to Freshservice
Freshworks has bought Robusta, whose AI agents investigate IT outages and suggest fixes for engineers to approve, for Freshservice. No price given.
Fragment Raises $56m for AI Agents That Fix Purchasing Errors
Fragment launched with $56m, including an 8VC-led Series A, for AI agents that fix purchasing and invoice exceptions at Graybar, CNX and others.
ServiceNow Plugin Arrives in ChatGPT as OpenAI Partnership Widens
ServiceNow's MCP plugin is live in OpenAI's marketplace, running under Action Fabric permissions; security, voice and Codex tools follow in 2027.
Particle-1 Coding Model Uses About 45% Fewer Tokens, Particle Says
Suhail Doshi's Particle has launched Particle-1, a DeepSeek V4.1 Flash coding model it says uses about 45% fewer tokens with similar accuracy.
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