7 min read
GitHub Now Supports Stacked Pull Requests Natively
What stacked pull requests are, how GitHub's native workflow works, and where the public preview still needs care.
Recent Insights Page 2
5 min read
Configure AI Models Instead of Hard-Coding Them
Keep model names in configuration, select models by task, and compare routes using the cost of completed work.
5 min read
Delay Routine Dependency Updates, Not Security Fixes
Use a short cooldown for routine dependency releases while keeping known security fixes on the fast path.
8 min read
Use Vue Vapor Mode at a Clear Migration Boundary
Apply Vue 3.6 Vapor Mode to a measured performance problem without rewriting the rest of an established application.
5 min read
The Pull Request Can Now Rewrite Its Own AI Reviewer
Why pull-request-controlled AI review instructions collapse a trust boundary, and how teams can restore it without giving up useful repository context.
5 min read
Kimi K3 Weakens US Control of Frontier AI
Kimi K3's released near-frontier weights reduce dependence on US model providers and make price, deployment control and licence terms more important.
6 min read
Treat AI Like a Colleague, Then Verify Its Work
Delegate clearly, ask for evidence, and build trust in AI output one task at a time.
8 min read
The Laravel action pattern deserves to escape Laravel
Why modelling each business operation as a reusable action keeps controllers, jobs, commands, listeners and other delivery mechanisms thin.