AI coding agents are fast, but without a plan, they're fast at being wrong.
4-step framework I use before any agent touches my codebase. All templates are open source.
www.blundergoat.com/articles/pla...
AI Makes the Easy Part Easier and the Hard Part Harder.
AI-generated code is other people's code. We've offloaded what developers are good at (writing) and kept the harder part (reading and reviewing), without the context we'd build by writing it ourselves.
www.blundergoat.com/articles/ai-...
Claude Code /insights ratted me out for yelling at my AI. Across 64 sessions it catalogued every wrong diagnosis, missing migration, and my "firm scolding".
New CLAUDE.md rules, hooks, and prompts based on the insights report.
www.blundergoat.com/articles/cla...
#ClaudeCode #AIWorkflow
Did a spit-take at some horrendous code. Wiped my monitor. Checked who wrote it. Me, 6 months ago.
That's when I started collecting egoless programming principles. Here's 30 of them.
blundergoat.com/articles/ego...
#Programming #DevLife #SoftwareEngineering
Code Review for Teams That Ship
When the reviewer isn't spending cognitive load on things the author or CI should have caught, they can go deeper on the things that need human judgment.
How can we make it easier for each other?
www.blundergoat.com/articles/cod...
#code-review
Most people use AI wrong:
- One AI for everything = blindspots
- Multiple AIs for everything = slow
The unlock is knowing WHEN to escalate.
I call it Signal-Based Adaptive Orchestration.
www.blundergoat.com/articles/sba...
#ai #productivity #softwareengineering #workflow
SBAO = Signal-Based Adaptive Orchestration
How I decide when to use one AI vs a council.
Shipped a production app in 5 hours, wrote 0 code, spent 4 hours arguing with the models.
That’s the method, not the problem.
Breakdown + decision model:
www.linkedin.com/pulse/sbao-s...
#SBAO #AI
