Bun2too Insights
Clear, sourced reporting and practical analysis for people building with software and AI.
Technology · Analysis
A quick code edit is a useful place to evaluate an AI model: the request can be narrow, the intended result clear, and the review manageable. But a model positioned for quick edits still needs to earn its place in your w
Technology · Analysis
A falling dashboard number can look like a change in how people work. But before interpreting a drop in AI-agent activity as declining adoption, teams should ask whether the reporting itself has changed. A new GitHub ann
Technology · Analysis
A security feature can be switched on without answering every question about how well it is working. GitHub’s latest visibility update gives administrators a useful starting point: knowing where AI Scan for pull requests
Technology · Analysis
On October 2, 2026, GitHub announced that selected models had been deprecated across GitHub Copilot experiences, including Copilot Chat, inline edits, ask and agent modes, and code completions. For developers, the useful
Technology · Analysis
On October 2, 2026, GitHub announced that developers can request a GitHub Copilot code review through REST and GraphQL APIs and set the review effort level for each request. The announcement also says Balanced is now the
Technology · Analysis
On October 2, 2026, GitHub reported that its staged rollout of the stateless GitHub App installation-token format was complete. According to the supplied GitHub changelog excerpt, the rollout began on April 27, 2026. For
Technology · Analysis
You add a message saying that your Python program has started, run the script, and see nothing. Then you add a warning, and it appears. Has the first message failed? Not necessarily: Python’s logging system filters event