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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Produktly’s 464-product dataset puts median SaaS tour completion at 29%
The strongest signal in Produktly’s 2026 onboarding dataset is not a universal target but a set of usable baselines: median tour completion was 29%, 1–2-step tours completed far more often than 9+ step tours, in-app NPS response rates were low, and announcement attention was heavily front-loaded. The report explicitly discloses sample and causal limitations.
Grafana Agent Observability links live agent telemetry to evals and CI regression gates
Grafana’s GA agent-observability stack can track latency, tokens, cost and conversations, score live traffic with deterministic or LLM-based evaluators, route failures into test collections, compare experiments and use those results as pull-request gates. Evaluator quality and instrumentation coverage remain the main limits.
Cloudflare adds shadow-MCP detection and Portal-only enforcement
Cloudflare’s new MCP controls turn TLS-inspected Gateway traffic into an inventory and policy surface for remote MCP use, while explicitly leaving local stdio, off-network and uninspected traffic outside visibility.
Meta cuts Muse inference prices in exchange for training-data rights
Meta has made the privacy-versus-price trade explicit in its Model API: developers can choose standard pricing or a contributor model ID with steeply discounted inference in exchange for training-data permission. The choice matters for proprietary code, customer data and AI SaaS workloads.
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.
Artificial IntelligenceWeb DevelopmentAI CodingBrowsers & Web StandardsDeveloper ToolsActive dossier
Safari 27 gives coding agents a local MCP path into live browser debugging
WebKit’s Safari MCP server turns browser debugging into an agent-callable interface. It runs locally and makes no network calls itself, but captured page data is sent directly to the connected agent, so browser-session trust and model data handling become part of the development security model.
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.
Microsoft Project Zenith turns 64GB-class Windows PCs into a standardized local-AI developer tier
Project Zenith is not a new model or another Copilot feature. It standardizes a developer-focused Windows experience and hardware floor for local AI work, with preconfigured tooling and OS settings intended to reduce setup friction and dependence on metered cloud inference.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsActive dossier
Google’s Data Agent Kit puts data-pipeline engineering inside coding agents
Data Agent Kit turns Google Cloud’s data tooling into an agent-callable developer surface. The useful shift is portability across coding assistants, but the kit remains an open-source integration layer around Google Cloud services rather than a vendor-neutral data runtime.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsActive dossier
TRACE gives AI agents a portable, hardware-attested runtime evidence format
TRACE targets a gap between audit promises and what an AI agent actually did at runtime. Its v0.2 developer preview can bind model, policy, data and tool-use claims to confidential-computing attestation, but it is still pre-ratification and explicitly not ready to treat as a production compliance guarantee.
GitHub Spark is shutting down August 31 — export code now and replace broken `llm()` calls
GitHub Spark stops being available to existing users on August 31, 2026. Deployed apps are meant to keep running, but owners should export code to a repository now; Spark apps using `llm()` need a separate inference provider because the underlying GitHub Models service retired July 30.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsActive dossier
Google Cloud extends Agent Identity into Cloud Run with automatic Agent Registry registration
Agent Identity is moving from a standalone credential boundary into a mainstream serverless runtime. Cloud Run can now assign agent identities and register agents/MCP servers automatically, reducing custom discovery and identity plumbing while keeping the runtime integration itself in Preview.
Notion Workers now have a per-run cost model inside Notion credits
Notion Workers are now metered inside the same credits system as Custom Agents. The important builder shift is that schedules, webhook fan-out and agent tool-call counts now directly affect cost.
Google is turning Managed Agents into scheduled workers with budgets and hooks
Gemini API Managed Agents now combine Gemini 3.7 Flash by default with environment hooks, token budgets, scheduled triggers and persistent sandboxes — a much more production-shaped agent runtime.
Kiro makes coding-agent sessions portable across the IDE, CLI, web and mobile
The workflow shift is continuity rather than another model upgrade: one Kiro agent session can outlive the laptop that started it. Cloud configuration can also carry agent setup across environments, although enterprise governance is not identical between local and web/cloud surfaces.
Artificial IntelligenceWeb DevelopmentCloud & InfrastructureAI AgentsCloud PlatformsDeveloper ToolsActive dossier
AWS moves AgentCore Memory tenant isolation into OAuth and Cedar policy
The two August 28 changes move a common production-agent problem out of bespoke application code: builders can derive memory boundaries from authenticated JWT claims, enforce them with Cedar policy, and organize the stored memory using runtime tenant dimensions.
LinkedIn Ads API adds a 1,000-segment audience cap as Legacy Geo shuts down August 31
Audience-management systems can now fail with `SEGMENT_LIMIT_EXCEEDED`, while old geography identifiers begin returning invalid-field errors after August 31. LinkedIn also opened the Matched Audiences API to applications from qualified developers, increasing the importance of handling these limits correctly.
Anthropic’s Model Hardware Standard gives AI agents a shared interface for physical devices
MHS is an attempt to make microscopes, liquid handlers, robotic arms and other programmable hardware look like a consistent tool surface to AI agents. It is still a research preview, but the interoperability layer is already being tested with research institutions and hardware vendors.
Reddit is moving third-party apps off its Public Data API and onto Developer Platform
Reddit has made the direction of its API platform explicit: existing API apps should register now, with an August 30 cutoff for possible $1,000 porting-bounty eligibility and a broader September 30 registration request. The actual migration is later, but builders need to inventory dependencies and missing Devvit capabilities now.