Fly.io raises Machines RAM prices while nearly halving Sprites compute costs
Always-on RAM-heavy Fly Machines cost more from October, while bursty Sprites get much cheaper. CPU pricing for Machines and Managed Postgres plans stay unchanged.
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Cloudflare Clef adds vision and open weights to the decision-model race
Bounded decision models are turning into a real model category. Cloudflare's entry is open-weight, multimodal and Jev-API compatible, while its fastest variant is aimed at latency-sensitive agent routing.
Artificial IntelligenceWeb DevelopmentBrowsers & Web StandardsInference & APIsDeveloper ToolsActive dossier
SwarmLLM splits a 27B model across browser tabs with WebGPU and WebRTC
SwarmLLM does not route whole prompts to separate machines; it pipelines one model across browser tabs. A MacBook and iPhone can jointly hold Qwen 3.8 27B even when neither device can hold the full 15GB quantized model alone, with no inference server in the loop.
Android Studio Quail 4 makes curated agent skills and offline Gemma 4 production-stable
Android Studio’s agent layer has crossed an important boundary from preview features into the stable channel: domain-specific skills are preloaded and auto-selected, while Gemma 4 can execute tool-calling code tasks locally without sending source code to a cloud model.
YouTube’s first-frame view change is inflating headline counts — and early data shows by how much
The counting-rule change is no longer theoretical. Early post-cutover data suggests public views can materially outpace Engaged views, with the size of the gap varying by channel size, category and discovery surface.
Web DevelopmentCloud & InfrastructureJavaScriptDeveloper ToolsObservabilityDatabases & StorageActive dossier
Supabase fixes broken client trace propagation and now preserves trace IDs even for unsampled requests
supabase-js 2.112.3 materially improves the tracing rollout BTN covered earlier: unsampled requests now still carry traceparent for backend log correlation, tracing misconfiguration produces warnings, and browser Edge Function calls need current CORS headers to admit W3C trace context.
Google turns purchased books into entitlement-gated AI sources inside Gemini Notebook
Google is tying licensed commercial content directly to an AI workspace: book ownership becomes the access control for grounded AI use. That gives publishers a new distribution path while keeping paid-source entitlement inside the AI experience.
Artificial IntelligenceCloud & InfrastructureCompute & AI InfrastructureInference & APIsActive dossier
Fireworks is raising on-demand GPU prices up to 30% on September 1
The price changes are not uniform: H100/H200 rise about 14%, B200 30%, B300 25% and GB300 about 11%. Builders using dedicated inference or training should re-run workload economics before assuming newer accelerators remain the cheapest route per completed task.
bunny.net lets Edge Scripts run before the CDN cache without giving up caching
Edge Scripts no longer have to sit behind bunny.net’s automatic cache. New pre-cache hooks can execute before cache lookup, while a separate Cache API lets scripts read, write and delete regional cache entries under application control.
Google Ads has changed how budget-limited target bidding behaves
Google Ads has changed a long-standing edge case in automated bidding: budget-constrained campaigns now aim more consistently at their configured target instead of sometimes materially overachieving it.
PostgreSQL Anonymizer 3.3 patches 12 masking bypasses — upgrades require more than a version bump
PostgreSQL Anonymizer 3.3 fixes a dozen privacy and privilege flaws. Its migration is unusually sensitive: no ALTER EXTENSION UPDATE, possible salt exposure, and new restrictions on masking functions.
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.
Six of eight SVG sanitizers failed PortSwigger's tests — browser parsing makes upload safety harder
Six of eight SVG sanitizers in a PortSwigger test had bypasses; developers must review SVG upload and rendering contexts, CSP and library versions.
Google is writing positive-only review summaries inside Search ads — and advertisers cannot edit them
Google Ads now documents positive-only AI review summaries inside Search ads in the US, UK, Australia and India. Advertisers cannot customise the text; source, opt-out and reporting controls remain unclear.
GitHub Copilot adds model-judged permissions to its GA agent sandbox — with unattended-run traps
Copilot now offers model-reviewed action approvals between manual and Allow All. Unlike OS sandboxing, this probabilistic gate can approve unsafe operations; unattended CLI flags may leave unexpectedly broad permissions.
Safari 27 blocks email-based identity resolvers at the network layer — first-party personalisation remains
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 2.2 revives a mature SVG charting library with composable layers, SSR and terminal output
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.
Artificial IntelligenceCloud & InfrastructureCompute & AI InfrastructureOpen ModelsInference & APIsActive dossier
TorchNeuron makes AWS Trainium a native PyTorch device — with substantial beta operator gaps
TorchNeuron changes the software portability equation for Trainium, making it easier to test non-NVIDIA AI accelerators without rewriting the model stack. Beta gaps still demand model-by-model verification.
Google Performance Max enables sourced videos by default — and may switch on existing campaigns
A new Performance Max sourced-videos setting can add up to ten crawled videos per asset group, uploaded to a Google-owned branded YouTube channel. It is on by default for new campaigns, but sources require approval.
NativePHP Mobile patches seven security flaws — rebuilding and app-store releases are required
NativePHP mobile 4.6.1 and 3.3.11 fix seven flaws; developers must regenerate, rebuild and distribute app updates, while older 1.x/2.x lines are unsupported.