Shell scripts are the highest-ROI layer under your AI skills
The glamorous layer is the agent. The load-bearing one is the boring shell script underneath — and that's where most of your reliability actually lives.
#ai-agents
Posts tagged #ai-agents
Deterministic context beats generated context — when structure exists
The prompt is only about 10% of what your LLM actually sees. Most of the other 90% is context you assemble — and when your data has structure, you should build it with code, not another LLM call.
Parallel Sub-Agents Change How You Plan, Not Just How You Build
You can plan a day around what you can do, or around what you can decide. Until recently those were the same plan, so it never mattered which you meant. Parallel sub-agents pull them apart — and the i