RevenueCat expands app monetisation with AI paywalls, web funnels and early payouts
New RevenueCat growth tools bring web funnels, AI paywalls and early payouts into one subscription platform, with important eligibility and fee caveats.
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GitHub Copilot Projects gives coding agents persistent goals across repositories
Copilot Projects can coordinate agents, files and recurring tasks across repositories or non-code work; review and permissions remain human responsibilities.
Ahrefs tracks 37,500 AI citations: half vanish overnight, but most return
Ahrefs tracked roughly 37,500 cited websites for 20 days and found high daily citation churn, frequent recoveries and major differences between AI tools.
Wails 3.0 reaches stable release with a new Go desktop architecture — mobile remains experimental
The stable Go/WebView desktop framework introduces a major architectural migration and richer native capabilities; Android/iOS are experimental and embedded untrusted frames remain a security concern.
EDG opens its industrial C++ compiler front end under Apache 2.0 after three decades
The EDG front end moved from commercial licences to a public repository and C++ Alliance stewardship on September 30. A fresh October 20 statement confirms permissive commercial reuse, experienced maintainers and work still needed on reflection, coroutines and back ends.
ChartMogul finds the first 30 days dominate SaaS upgrades — across 10.5 million purchases
New SaaS cohort data challenges the habit of waiting six months to pitch an upgrade. The strongest seat and plan expansion window is the first month, while year-one renewal creates a second chance; AI-native customers are more likely to reactivate after churn.
Artificial IntelligenceWeb DevelopmentSaaSPricing & BillingAI AgentsAI SaaSDeveloper ToolsActive dossier
Atlassian will meter Rovo MCP and Teamwork Graph context calls from December 3
From December 3, agent workflows that ask Atlassian's Teamwork Graph for cross-product context will need a cost budget. Most enriched tool calls use 1–10 Rovo credits, with paid overages at $0.01 per credit.
Cloudflare’s new cf CLI gives coding agents access to its entire API
The interesting change is not another CLI rename. Cloudflare is redesigning its command surface around software agents: JSON is the default, commands can be discovered through natural-language search, configuration is typed TypeScript, and Wrangler now has an eventual migration path.
GitHub rewrote Copilot’s 800,000-line agent runtime in Rust with agents doing most of the coding
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.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsActive dossier
Cloudflare Browser Run can now hard-limit agent sessions to approved hostnames
The useful change is containment rather than another browser-agent feature. Teams can let an agent operate a real browser while constraining its HTTP and HTTPS reach to the site and dependencies the task actually needs, reducing the blast radius of prompt injection, bad tool decisions or untrusted page content.
Google Play opens lower-fee app programs — but only $1M+ developer groups can enroll for now
Approved apps can move from the standard 20%/25% non-recurring service-fee rates to 15%/20% for new/existing installs from September 30, before any applicable billing fee. Current enrollment is limited to developer account groups with at least $1 million in earnings over the previous 12 months.
Cloudflare D1 now hard-fails free databases that exceed daily query limits
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.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureCloud PlatformsInference & APIsDeveloper ToolsActive dossier
Google is temporarily restricting new Gemini API access from service accounts
The change creates an authentication compatibility boundary for server-to-server Gemini integrations: an architecture that works in an existing project may not be reproducible with a newly introduced service account, and Google has not published an end date for the restriction.
Artificial IntelligenceCloud & InfrastructureCompute & AI InfrastructureInference & APIsActive dossier
Cerebras CS-4 turns Nexus into a multi-generation rack-scale inference platform
CS-4 combines three WSE-3 Turbo wafers with Cerebras’ Nexus rack design. The practical shift is architectural: compute, power and I/O become modular, while Cerebras now says the same platform is intended to support CS-5 in 2027 and a 3D-memory CS-6 generation after that.
Artificial IntelligenceActive dossier
OpenAI’s Assistants API has shut down
The Assistants API shutdown date has passed. OpenAI’s deprecation documentation lists August 26, 2026 as the removal date and directs developers to Responses and Conversations for replacement workloads.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsDatabases & StorageActive dossier
Supabase makes MCP access centrally governed through enterprise SSO
Supabase has implemented MCP Enterprise-Managed Authorization using identity-provider assertions, short-lived tokens and existing Supabase role boundaries. It gives organizations a central on/off switch for approved AI clients while keeping access scoped to the individual employee rather than sharing a powerful organization token.
ChatGPT Atlas can still surface blocked URLs unless publishers use noindex
Blocking OAI-SearchBot is not a complete removal signal for ChatGPT Atlas. OpenAI says a disallowed page can still appear as a link and title when the URL is learned elsewhere and judged relevant; publishers that want to suppress that result need a crawlable noindex directive, while GPTBot remains the separate training control.
GitHub Copilot turns Slack and Teams conversations into shared coding-agent sessions
GitHub Copilot can now turn Slack or Teams threads into collaborative cloud-agent sessions. Teammates can add context and steer the work in public, while repository permissions, agent budgets and optional extra PR approvals remain the main control boundaries.
GitHub’s OAuth apps get short-lived tokens, multiple callbacks — and a wildcard setting worth auditing
GitHub OAuth apps can now use eight-hour access tokens with rotating refresh tokens, register up to 10 callback URLs, and explicitly control wildcard callback matching. New apps default to expiring tokens, while existing single-callback apps should review a legacy wildcard setting GitHub has now made visible.
Coolify 4.5.3 repairs access controls, deployment healthchecks and retry hazards after 4.5 launch
Coolify 4.5.2/3 add access-control fixes and correct deployment regressions introduced after 4.5.1. Operators should test healthchecks, API permissions and restores.