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Showing 121–140 of 466 dossiers
Meta’s Muse Glimmer 30B combines tool use, coding, vision and agentic task completion with official local-runtime artifacts. A 17GB GGUF build targets 24GB-VRAM machines, but Meta also attaches a separate usage policy, so builders should distinguish weight availability from unrestricted use.
Legora’s Agent Pro pricing illustrates a concrete AI SaaS shift: base platform economics can remain seat-oriented while high-variable-cost agent work is metered separately. The model is notable for its controls as much as its pricing—and for what it does not disclose publicly.
GitHub Issues now gives agent automations confidence levels, rationales and optional approvals, letting teams automate routine triage while holding uncertain changes for review.
WebKit's Safari MCP server is available in stable Safari 27.0 as well as Technology Preview. It runs locally, but captured page data passes to the connected agent; remote automation must be enabled explicitly.
ChatGPT Ads replaces new-campaign bid ceilings with Target CPA/CPC from Nov 9 and retires legacy controls Jan 1, 2027.
Kimi K3.1 Pro's full open-weight release is now public. Its 2.8T-parameter MoE has 104B active per token and a 1M-token context; local hosting requires serious infrastructure and checking Moonshot's specific licence.
Herd Studio integrates existing CLI agents with local previews, isolated workspaces and optional database clones; Laravel Cloud deployment is built into Herd 2.
Agent-heavy monorepos can overwhelm conventional Git hosting. Pando retains Git client compatibility while relaxing repository-wide consistency; its performance numbers are OpenAI-reported.
The Zig headless browser's October 23 follow-up adds security and web-compatibility work that matters when agents browse untrusted pages. It still cannot replace Chrome for visual workflows.
The benchmark runs agents against Prometheus, Loki, Tempo and Grafana, checks actual outcomes across three attempts, and makes the task and grading code inspectable. Synthetic tests and vendor-run leaderboard scores still need local validation.
A free open-source video editor gains a scriptable, headless editing surface: import and trim clips, apply effects, inspect contact sheets, export and hand projects back to a human. Auto-Optimize separately speeds up 4K editing without lowering final output quality.
Self-hosted CI teams should upgrade to 3.20.1, audit runner and secret boundaries, and test workflow selection and substitution after the 3.20.0 regression.
Retailers and commerce-tool developers can now query first-party UCP shopping funnels rather than infer agentic checkout performance from traffic alone, but the alpha API needs careful query design.
Copilot Projects can coordinate agents, files and recurring tasks across repositories or non-code work; review and permissions remain human responsibilities.
Shopify Flow becomes agent-operable for store owners, but its automation APIs are not a general third-party app integration.
GitHub's 2026 platform data shows agent-started PRs rising sharply. The implications concern code review, security and multi-model workflows, not proof of higher software quality.
GitHub Apps can now authenticate Copilot SDK workloads without a user's credentials. Organisation admins control installation permissions, usage attribution and budgets.
Agent skills join prompts and models as managed runtime configurations; approvals and pinned versions make changing agent behaviour auditable rather than an untracked edit to skill files.
Small SaaS teams can now move supported Paddle setup and billing tasks into Claude Code, Codex and similar agent workflows, but production account writes still require careful access control; native metered billing is not generally available.
Vendor-run live-store testing exposes the trade-off between containment, quality and response speed. Store configuration matters, and the evaluator's commercial conflict requires care.