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.
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A chronological view of what has changed recently — selected for people building and running things on the internet.
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Vercel Agent is bringing production investigations and approved actions into Slack
Vercel Agent now works in Slack as well as the Vercel dashboard, combining logs, metrics, deployments and repository context with team conversation before proposing approved actions such as pull requests, rollbacks, configuration changes and cache purges.
Google is turning Managed Agents into scheduled workers with budgets and hooks
The May Antigravity agent ID is retired. Managed Agents now require the September preview ID and default to Gemini 3.8 Flash, alongside hooks, token budgets and scheduled sandboxes.
Cloudflare Workflows has started charging for steps — durable jobs now need a cost model
Cloudflare Workflows now prices steps and persisted state on paid plans, making workflow structure and retention part of the cost calculation for durable jobs and AI automation.