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Showing 21–40 of 160 dossiers
Self-Hosted Machines changes the architecture of Cursor’s Cloud Agents more than another model option would. Teams can keep code, build outputs, secrets and terminal/browser actions on infrastructure they control, but the planning/inference loop remains a Cursor service and enterprise teams become responsible for worker images, scaling, secrets and production validation.
The staged release is complete: GLM-5.3’s public weights and serving artifacts are now available. That makes Z.ai’s coding and cyber-capability claims independently testable while turning the earlier safety delay into a concrete self-hosting and audit decision.
Omacom expands in-kind AI and compute patronage and reports nearly 1,500 Greptile-reviewed PRs. Pledges are not audited cash revenue.
Grafana Pages goes beyond dashboard panels: prompt-built interactive pages can use connected telemetry and invoke external tools via MCP. It is a public Grafana Cloud preview, not a self-managed release.
Cloudflare's logs are no longer an Enterprise-only export capability. Small sites can send 25GB a month to internal destinations and another 25GB externally before overage charges, but destination costs and separate Workers/OTel meters still matter.
The useful small-SaaS lesson is not that SEO is dead or AI search has won. DocsBot’s own numbers show how a channel can remain the largest share of conversions while the total funnel underneath it shrinks, and how 'Direct' can conceal the discovery path that actually influenced a sale.
The pricing change is also a packaging change: beehiiv is charging more for paid tiers while putting newsletters, websites, podcasts, community and digital products across the plan family and extending self-serve scale.
CLM-8B targets the same narrow decision layer as Jev, but with open weights, local deployment and a contrastive architecture that separates state and action representations. The headline speed and coding results are researcher-produced and need careful interpretation.
The useful shift is not another AI wrapper around CI. sem-ai exposes CI/CD as structured, self-describing operations that Claude Code, Codex and other MCP-aware agents can call directly, including failure diagnosis and pre-push testing in CI.
Hy4 preview is a very large sparse model with public full and FP8 weights, native speculative decoding and a 1M-token context path. Its open release makes Tencent’s claims testable, while the 1.56TB full checkpoint keeps self-hosting firmly in server-scale territory.
Computer Use is now GA in both Gemini APIs, but it is an action-planning tool, not a hosted remote desktop: clients execute clicks and keystrokes and must handle safety decisions.
The incidents do not have a proven common attacker. Wiz's forensic evidence shows downstream abuse and resale of stolen keys, not that every platform breach caused the same misuse.
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.
Oracle's Visual Builder availability change closes two hosted app-building routes to new customers, but it is not a shutdown or migration deadline for existing deployments.
This is a compatibility boundary for old Windows build hosts, not the end of Rust support for 32-bit Windows applications.
GitHub-hosted Actions jobs that use `ubuntu-latest` are about to change operating-system generation without a YAML edit; teams can test on `ubuntu-26.04` now or pin 24.04 while they migrate.
The important shift is that agent orchestration itself becomes a managed API surface: context compaction, tool discovery, programmatic tool calls and subagent coordination can now come from OpenAI’s maintained Codex harness rather than an application team rebuilding those layers.
The technical-preview feature separates Copilot CLI from GitHub Cloud for core coding, shell and repository workflows, giving regulated and isolated environments a supported agent path while leaving cloud-dependent capabilities such as GitHub-hosted model selection and web search unavailable.
Funes treats agent memory as user-owned data rather than a hosted account feature: retrieval and reranking run locally, provenance stays attached to recalled passages, and cross-machine sharing is optional. The main risk is that publishing session-derived memory can still expose secrets if redaction misses them.
The previously pre-announced Next.js security release is now available. Teams on affected versions should upgrade to 16.3.3 or 15.5.24; the disclosed flaws can lead to unauthenticated remote code execution under specific image-optimization or Windows-hosting conditions.