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🔥 open-mercato / open-mercato - AI-Engineering Foundation Framework built with AI and design

GitHub热门项目 | AI-Engineering Foundation Framework built with AI and designed for AI. Hundreds of architectural and domain decisions (multi-tenancy, RBAC, event flow, pricing, sales pipeline,CRM/ERP processes) are already made conventions and specs so agents (Cursor, Claude Code, Codex) arch. decisions without reinventing. Ship production grade with AI Agents. | Stars: 1,572 | 12 stars today | 语言: TypeScript

2026-08-07 原文 →
AI 资讯

GitHub pauses the Kimi K3 rollout in Copilot while it works a GitHub Actions incident

A GitHub product launch is being held back by the CI/CD platform underneath it. On August 6 GitHub filed a Changelog entry announcing that Kimi K3, an open-weight model, is now generally available in GitHub Copilot, then added an editor's note the same day: the rollout is temporarily paused while GitHub mitigates an incident with GitHub Actions. What the entry says, and what it does not Per the note, GitHub will resume the rollout as soon as possible and update the docs with Kimi K3 pricing: $3 per 1M input tokens, $15 per 1M output tokens, and $0.30 per 1M cached input tokens. That is the extent of the disclosure. The Changelog does not describe the Actions incident, does not put a scale on its blast radius, and does not commit to a resume time. It also does not explain how a Copilot model rollout ends up gated on Actions in the first place; a reader can infer that some provisioning or feature-flag step rides the same platform, but the entry does not say so. Availability is qualified in a way worth flagging. Kimi K3 is GA on paper, but the switch that actually turns it on for end users is paused. The operational read There is a coupling here worth naming plainly. GitHub sells Actions as CI/CD for everyone else, and it also uses Actions to ship its own products. When Actions has a bad day, GitHub's launch calendar has a bad day too, in public. That is not a scandal; it is what dogfooding looks like when the changelog is a live document. It is also a data point for any team running a rollout on top of a hosted CI platform: your feature-flag flip is downstream of somebody else's incident queue, and you inherit that queue's MTTR whether or not it is on your status page. Two follow-ups are worth watching. First, whether the resumed rollout entry names the incident and its cause, or whether it stays silent. Second, whether Kimi K3's published pricing survives the pause unchanged. Until then, the GA label is doing work the runtime cannot back up.

2026-08-07 原文 →
开源项目

How we took malware advisories beyond npm

GitHub malware advisories no longer stop at npm. Here's how we wired OpenSSF's malicious-packages data into the Advisory Database, and why we built the pipeline paranoid. The post How we took malware advisories beyond npm appeared first on The GitHub Blog .

2026-08-07 原文 →
AI 资讯

Github Stacked PR

🎯 What a “Stacked PR” Is (and Why You’ll Want One) A stacked pull request (sometimes called a stacked PR , stacked diff , or dependent PR ) is a series of PRs that build on top of each other, each one containing a small, logically‑isolated change. main ──► A ──► B ──► C │ │ │ │ │ └─ PR‑C (depends on B) │ └─ PR‑B (depends on A) └─ PR‑A (directly on main) A is based on main . B is based on A (its head). C is based on B , etc. When you eventually merge the stack in order (A → B → C), each change lands cleanly, and reviewers can focus on one cohesive piece at a time. Why Stack PRs? Problem Stacked PR Solution Huge, monolithic PRs that are hard to review & cause long CI times Break the work into bite‑size PRs (e.g., “feature flag”, “data model”, “UI”) Inter‑dependent changes (e.g., a new API + its consumer) Each dependent change lives in its own PR, but they still get tested together because they are built on top of each other Rebasing on main constantly drags in unrelated changes Only the bottom PR needs to be rebased onto main ; the rest stay on top of it Need to ship part of a larger change early Merge the first PR in the stack; the rest stay pending until they’re ready CI resources Only the bottom PR runs the full suite against main ; higher PRs can run a lighter subset because they already passed lower‑level tests 📦 The Landscape of Tools (as of 2026) Tool / Service Key Features Installation / Setup Typical Workflow ghstack (GitHub CLI plugin) - Creates stacked PRs automatically from a series of commits. - Handles base‑branch updates, resolves merge conflicts, and can re‑stack after rebases. - Works with GitHub's GraphQL API, so you get “dependent PR” links in the UI. pip install ghstack (or brew install ghstack ). Requires a personal access token with repo scope. bash git checkout -b feature/stacked\n# create many commits …\nghstack push\n# later, after rebasing on main\nghstack rebase . | | GitTown (aka git-town ) | - git town ship can ship a stack of dependent br

2026-08-06 原文 →
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