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Serval’s super agent Catalyst creates roving background agents to identify and fix IT issues before they’re ticketed

Serval is making Catalyst, its AI agent for building enterprise automations, generally available Thursday and enabling it by default for customers — allowing teams of AI agents to decide what should be automated and then build the automation itself. Catalyst sits above Serval’s AI-native service management platform as an admin-facing “super agent.” It can inspect …

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TrueFoundry’s open source AI agent harness TrueForge boasts 30%-75% cheaper task completion than Claude Managed Agents

Another day, another new AI agent harness is released. Only this time, it’s one that aims to solve a growing enterprise problem as AI agents proliferate: enabling greater developer control of agents and tools, while reducing cost. TrueFoundry, a San Francisco B2B machine learning startup co-founded in 2021 by former Meta engineers, has released its …

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VentureBeat names Rob Strechay as its first Lead Analyst, expanding its enterprise AI research push

Rob Strechay, until recently managing director and principal analyst at theCUBE Research, has joined VentureBeat as our first Lead Analyst and a founding analyst of VentureBeat Research. His arrival is the next step in a deliberate move at VentureBeat toward deeper specialization: analysis built for the technical decision-makers — the directors, VPs, CIOs, and CTOs …

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GLM-5.3 hits the API at $1.4/$4.4 per million tokens

After a stunning debut last week with cyber capabilities so advanced they reportedly found a previously undetected vulnerability in Cursor, GLM-5.3, the new frontier open source language model from Chinese startup z.ai, has now hit the application programming interface (API) — allowing developers the ability to build atop it and plug it into their agents …

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Block’s new Apache 2.0 agent workspace Berd works across models and harnesses, stores conversation history locally

Block, the technology company founded by former Twitter CEO Jack Dorsey that owns Square, Cash App and the music streaming service Tidal, is open-sourcing Berd, a desktop application it originally built to give its own employees a single environment for working with AI agents across different models, tools and projects. Berd is a locally installed …

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85% of companies burned by an AI mistake are racing to cut the humans who might catch the next one

Enterprises that already got burned by an AI agent passing its evals and then failing in production are moving faster toward removing humans from deployment decisions, not slower — even as trust in automated evaluation is rising across the board, new VB Pulse research shows. In July, 13% of 108 enterprises surveyed said they trust …

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Commerce AI is fragmenting. Here is why that matters.

Presented by Rezolve Ai Enterprise AI investment in commerce has never been higher. And enterprise AI outcomes in commerce have rarely been more inconsistent. That gap is not a coincidence. It is the predictable result of a pattern that has repeated itself across every major technology shift in retail: the industry adds new capabilities faster …

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Enterprises are overpaying for simple AI queries — Snowflake’s gateway now auto-routes to cut costs up to 3x

Enterprise teams running AI agents at scale are finding that a single model handles every task poorly — either the model is too expensive for simple questions or not capable enough for hard ones. Model routing, which picks the right model for each task automatically, is becoming the fix. Snowflake’s Cortex AI Gateway now offers …

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Cursor launches Origin code hosting platform as GitHub outage exposes opening in AI coding race

Cursor began rolling out Origin, its own code hosting platform, to paid users on Monday morning. Roughly three and a half hours later, GitHub’s status page lit up with what became a six-hour-and-forty-two-minute global degradation — error rates near 20% across pull requests, issues and the API, and near 50% on archive and raw file …

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Qwen3.8-27B runs frontier-class coding agents and reasoning locally, no cloud API required

The biggest AI model release of the past few days, at least among the developers and AI power users on social media, wasn’t a frontier cloud model from OpenAI, Anthropic or Google. It was a 27-billion-parameter model from Alibaba: Qwen3.8-27B landed on Hugging Face on Friday under an enterprise-friendly, open source Apache 2.0 license, giving …

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