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Showing 41–60 of 110 dossiers
The browser-for-machines project has reached 1.0 with a major web-compatibility jump and new cross-origin protections. It is not a drop-in replacement for every Chrome use case.
Investigations has crossed from preview into production and incident.io now reports a large latency improvement in its own measured workflow. The agent continuously reassesses evidence and can hand remediation to coding agents, but the new speed and accuracy figures remain vendor-produced rather than independent.
The useful lesson is architectural rather than vendor-specific: coding agents inherit execution paths from ordinary developer tooling. If an agent shells out to Git without sanitising repository-local configuration, a hidden `.git/config` can become a host-level command channel that bypasses the controls users think govern the model.
Private ingress joins existing private egress for Scaleway Serverless Containers. The new option can isolate services inside a VPC, but private DNS, TLS, authentication, cold-start and network-scope constraints still matter.
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.
Developers can now train and evaluate adapters through custom code while Together runs the GPU-heavy operations. The flexibility comes with B200-only support, a $100 credit threshold and ongoing charges for idle ready resources.
Beam makes a large agent-focused model commercially reusable without a bespoke licence, but the open weights are not a small local download.
A new GitHub ruleset can stop unapproved dependency licences at merge time, and agents can check packages before recommending them.
Meta Muse Spark Open is genuinely downloadable, unlike a promised future weight release. But 42B active parameters do not make its 816B weights cheap to host, and the Muse Model License is not Apache or MIT: model-as-a-service operators over $20M in affiliated annual gross revenue need a separate agreement.
A new public MCP endpoint lets agents search without an API key and complete shopper-authorised purchases. It is separate from the Global Catalog REST API retirement and earlier browser-only WebMCP checkout; webhooks are not available at launch.
Two distinct access paths matter more than the benchmark headlines: Muse Wonder is available through Meta Model API and Muse Code, while Wonder Full is currently subscriber-only in Muse Code.
Early HTML-in-Canvas adopters need Chrome-version compatibility checks and a migration for renamed WebGL/WebGPU methods, drawable DOM markup and accessibility geometry; the feature remains an origin trial.
Europe's new large-model contender is available to test through Mistral Studio, but its open-weight promise, pricing and benchmark claims need careful qualification.
Coolify 4.4.0 adds opt-in proxy traffic analytics, external secret managers, OIDC login, audit trails, Cloudflare DNS and experimental SQLite. Operators need to account for proxy restarts, Caddy redeploys and feature maturity.
Shopify's new Events system can send the change and the data your app needs in one delivery. It's a significant alternative to classic webhooks, but not a forced shutdown or universal replacement yet.
Developers can now profile a deployed Worker or a specific Durable Object without reproducing production traffic locally. Captures require an active isolate and measure allocations during the capture window, not retained memory.
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.
Training experiments and batch inference can use Together AI's discounted preemptible GPUs in existing clusters. Workloads must checkpoint or requeue on interruption, and at least one standard node is required.
Rashomon's experimental local recorder can expose discrepancies between a coding agent's closing claims and its tool execution. It is an observability aid, not a sandbox or tamper-proof security product.
The useful part is not the 800,000-line headline. GitHub has published unusually detailed receipts for a production-scale agent-assisted migration: roughly $120,000 of token spend, 14.5 weeks of incremental releases, dozens of regressions, extensive compatibility tests and a workload-specific jump from 7.55 to 120 session lifecycles per second.