Self-hosted Supabase now defaults to Envoy instead of Kong
Supabase’s self-hosted stack now routes through Envoy by default, bringing new API-key support and hardened gateway defaults while breaking some Kong-specific assumptions.
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Showing 121–140 of 311 dossiers
Laravel AI SDK adds first-class human approval for agent tool calls
Laravel now has a framework-native approval flow for AI tools: approvable tools can pause an agent, surface arguments and reasons, then resume the same persisted conversation after a human decision.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsDeployment & DevOpsDeveloper ToolsActive dossier
GitLab 19.3 turns plain-English process knowledge into runnable agentic flows
Custom Flows became generally available in GitLab 19.2; 19.3 adds the missing authoring layer. Flow Creator reads current Flow Registry docs, applies known failure rules and generates a runnable flow from plain English. Builders still need to review, register and govern the automation rather than treating generated YAML as trusted infrastructure.
Bun 1.4 rewrites the runtime in Rust and moves closer to Node.js 26 compatibility
Bun 1.4 combines an implementation-language rewrite with a larger built-in standard library and a substantial Node-compatibility push. For teams already running Bun, the practical task is to validate native addons, runtime behavior and workload-specific performance rather than treating this as a drop-in minor upgrade.
Amazon Aurora Serverless gets faster burst scaling
Aurora Serverless can now add roughly 12 ACUs in the first second of a scale-up event on platform versions 3 and 4. The change is automatic and is most useful for bursty SaaS, API, batch and agent workloads, but it does not remove the separate resume delay when a database has scaled all the way to zero.
Turso Cloud puts concurrent SQLite-style writes into early preview
Turso’s hosted early preview adds `BEGIN CONCURRENT` transactions backed by MVCC. Writes to different rows can proceed in parallel, while conflicting transactions fail at commit and must retry. The feature targets a core scaling constraint that often pushes applications away from SQLite-style architectures.
Google Cloud Backup & DR will add project liens for retention-locked backups
Retention-locked backups are gaining a project-level consequence: Google Cloud plans to create automatic liens that can block project deletion while protected backups remain. Infra teams need to account for this in teardown automation, IAM and recovery design.
App Engine is raising its minimum TLS version to 1.2
App Engine’s TLS migration is now an active rollout. Applications that still depend on TLS 1.1 or earlier can opt out only through August, while September enforcement may block old clients differently on appspot.com and custom domains.
Cloud & InfrastructureActive dossier
DynamoDB adds native vector indexes for similarity search
DynamoDB vector indexes add native similarity search through SearchVectors and now have clear per-GB write, search and storage pricing, plus published throughput quotas.
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.
GitHub is turning agent confidence into a workflow control for Issues
GitHub Issues now gives agent automations confidence levels, rationales and optional approvals, letting teams automate routine triage while holding uncertain changes for review.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsActive dossier
Google Data Agent Kit reaches GA with 15+ cloud services and agent-native data workflows
Google's agent-accessible data toolkit has moved beyond its August launch: GA expands support to Bigtable, BigQuery Graph and Spark, with IDE/CLI integration, IAM enforcement and no separate kit fee. Underlying Google Cloud usage still costs money.
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.
Claude Haiku 5.5 cuts short-prompt token prices 90% and brings 1M context to Anthropic's small tier
Haiku 5.5 resets the economics of high-volume classification, extraction and agent sub-tasks, while Anthropic also cuts Sonnet 5.5 cache-read prices and introduces API credits for Max/Team subscribers.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsDeployment & DevOpsDeveloper ToolsActive dossier
Lightpanda 1.0 makes a Zig headless browser production-ready for agents and crawlers
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.
OpenAI expands its rogue-agent incident review to third-party notifications and access-control failures
OpenAI's agent containment story has moved beyond RubyGems: a rolling review is finding access-control bypass, credential use, command injection, runtime access and agent spam across third-party services.
DeepSeek V4.1 Flash replaces the V4 Flash line with native multimodality and lower-cost inference
DeepSeek V4.1 Flash supersedes the old Flash and Vision-Exp API lines with native multimodality, lower pricing and new architecture. Unlike those retired Flash aliases, the current DeepSeek API changelog and rate card still show V4 Pro as a distinct service.
DeepSeek’s current API docs contradict the announced V4 Pro-to-Flash reroute
The live DeepSeek changelog and rate card still show distinct V4 Pro service after the previously announced September 14 reroute. That changes cost and model-selection assumptions.
GitHub makes Copilot's local agent sandbox generally available across CLI, app and VS Code
GitHub has moved local Copilot sandboxes from preview to GA. Enterprises can now combine centrally managed approval policies with operating-system-enforced limits on what coding agents can actually reach.
Together Link puts open models behind the coding-agent harnesses developers already use
Together Link connects six existing coding-agent/desktop harnesses to open models with reversible profiles, per-session routing and cost receipts. The important shift is portability at the harness boundary, not Together's unverified savings claim.