Effective workflows
https://missing.csail.mit.edu/2026/development-environment/#ai-powered-development
And coding agents:
https://missing.csail.mit.edu/2026/agentic-coding/
“mini waterfall”
https://blog.lmorchard.com/2025/06/07/semi-automatic-coding/
For each session
- plan (plan.md)
- execute
- consolidate (notes.md)
Configuration
To format and lint produced code
https://benword.com/how-to-make-claude-code-automatically-format-and-lint-files
Tools
Cambrian explosion, it’s not just GH Copilot:
https://github.com/sourcegraph/awesome-code-ai
Self-hosted
https://github.com/TabbyML/tabby
Internals
Lifecycle of code completions
https://sourcegraph.com/blog/the-lifecycle-of-a-code-ai-completion
Pros and cons
https://addyo.substack.com/p/the-70-problem-hard-truths-about