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Herd Studio integrates existing CLI agents with local previews, isolated workspaces and optional database clones; Laravel Cloud deployment is built into Herd 2.
GitHub moved its September 25 deadline to September 29 and has begun full version enforcement for self-hosted runners in Enterprise Cloud. Old pinned images and disabled auto-updates can still stop workflows.
Kimi K3.1 Pro ships via API at $2 input/$10 output per million tokens, with a 2–3x faster Highspeed tier. Independent Artificial Analysis testing scores 55 on its Intelligence Index and 67% on Terminal-Bench 4.0. Open weights remain promised, not released.
Google Cloud customers gain a new route to OpenAI models with unified governance and cloud-commitment billing, but broad availability and some privacy features are still forthcoming.
The May Antigravity agent ID is retired. Managed Agents now require the September preview ID and default to Gemini 3.8 Flash, alongside hooks, token budgets and scheduled sandboxes.
Pi’s first stable release is interesting less for another coding-agent version number than for what its deliberately minimal core now considers mature enough to include: MCP, code-driven tool orchestration and model routing.
GitHub’s credential-response story now has both discovery and containment: enterprise owners can export SSH keys, PATs, OAuth and GitHub App tokens with ownership, scope and last-use metadata, then use selective revocation rather than invalidating every credential a user holds.
The change moves maintenance work earlier in the contribution funnel: instead of filing a report and waiting for a maintainer to reproduce it, package users are being asked to arrive with an executable patch candidate. It is a real workflow experiment, but Otwell's prediction that this becomes the norm should remain a founder/maintainer view rather than an industry fact.
Agent Identity is moving from a standalone credential boundary into a mainstream serverless runtime. Cloud Run can now assign agent identities and register agents/MCP servers automatically, reducing custom discovery and identity plumbing while keeping the runtime integration itself in Preview.
Copilot code review now moves from advisory assessment toward a governed merge gate. The public preview remains off by default, and GitHub’s current docs let administrators separate AI approval itself from whether that approval counts toward required-review policy.
The two August 28 changes move a common production-agent problem out of bespoke application code: builders can derive memory boundaries from authenticated JWT claims, enforce them with Cedar policy, and organize the stored memory using runtime tenant dimensions.
AWS has added a `REFERENCE` mode for Lambda deployment packages. It eliminates duplicate managed copies, raises the default managed-storage quota to 300GB, and gives teams direct control over encryption, lifecycle and audit policy—but a deleted or inaccessible source object can now make a function inactive.
Safari can now adapt light-only websites for users who choose dark mode. Authors can provide their own dark scheme, but opt-out behaviour is incomplete in the first beta.
Agent-heavy monorepos can overwhelm conventional Git hosting. Pando retains Git client compatibility while relaxing repository-wide consistency; its performance numbers are OpenAI-reported.
New RevenueCat growth tools bring web funnels, AI paywalls and early payouts into one subscription platform, with important eligibility and fee caveats.
Publishers can opt out of AI model training without necessarily leaving traditional search or AI citations. Microsoft's new page-level grounding controls introduce a migration trap for sites relying on legacy NoArchive/NoCache settings.
Safari 27 blocks third-party email-to-ID resolvers by domain. First-party personalisation remains allowed; the affected vendor list and measured advertising impact remain unverified.
Chartist 2.x replaces its SVG charting internals with layers and server rendering, while retaining 1.x wrappers. New 2.1–2.2 export moves require migration checks.
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.
The new AI-music labels change metadata and listener-facing disclosure for labels, distributors and creators, but do not by themselves establish lost monetisation, algorithmic suppression or reliable automated detection.