Find published research by company, product, platform or technology.
Showing 1–20 of 190 dossiers
Ghost is turning its Docker Compose preview into the default self-hosting architecture for Ghost 7 and ending normal Ghost-CLI maintenance. Existing self-hosters will need to migrate deployment assumptions, not just upgrade the CMS package.
Python 3.15.1 supersedes the 3.15.0 launch with an urgent certificate-trust update. New installers alone do not update existing virtualenvs: update pip, uv and certifi where applicable.
Small sites can now compare a full month of HTTP, security and DNS activity without upgrading Cloudflare plans. The October 2 change applies to adaptive analytics, not every dataset.
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.
Neon now includes 100 separate free Postgres projects with 1GB each, 100 compute-unit hours per project and branching. It is a meaningful per-project allowance increase, not an unrestricted production database tier.
A previously preparatory compliance field is now an operative delivery gate. Builders automating Toll-Free onboarding need to collect, validate and submit policy URLs as part of registration rather than treating them as optional metadata.
The interesting change is security economics rather than another hosting feature. A control that previously sat behind a $150/month add-on is now free across plans, changing the cost boundary for private dashboards, internal tools and pre-launch production domains.
The limits themselves were already documented; the material change is enforcement. Free-tier D1 workloads that previously relied on soft overage behavior now need query-cost awareness, indexes and a plan for temporary failures or paid migration.
GitHub's multi-model coding orchestration is now GA, with admin-controlled model pools and per-model charges. Local routing remains experimental and cloud-dependent.
Redis-compatible cache and queue costs have fallen across Render's 1GB-plus Key Value plans, with two new memory tiers and automatic repricing for existing customers.
The material change is that model routing is no longer a single opaque optimization target. Developers can now tell Copilot whether to bias Auto toward lower cost, a middle ground or higher quality while GitHub still chooses a model prompt by prompt.
Mistral Large 4 now has explicit GA and hosted token pricing alongside downloadable weights; self-hosters must still check the model-service licence exception and actual serving costs.
The closure combines a credential-rotation emergency with a mandatory migration. December 31 is not a guarantee individual servers stay online until then.
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.
GitHub Actions dependency lockfiles are now GA, turning the October preview into a supported workflow-integrity control across eligible plans.
The new $0-subscription tier no longer lists starter credits, while three simultaneous requests are now permitted. Builders should check prepaid balance, model prices and queues before relying on the service.
Developers get another paid web retrieval option for coding agents and applications; the introductory harness exemption expires October 31.
New AI-search data highlight the value of original product information while showing why one-size-fits-all GEO advice is risky.
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.
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.