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.
Recent Insights Page 2
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.
4 min read
Government Review of AI Models Needs Clear Limits
US review of frontier model releases can reduce specific security risks, but delays need public criteria, time limits and proportionate controls.
9 min read
Apps on Demand: What Happens When Search Can Build the Interface?
A speculative look at AI-generated mini apps, VibeOS, Google Search, and why durable software survives where state, trust, and depth matter.