Goma's Digest

Is prompt engineering for AI agents actually worth your time? Key Techniques for Designing Effective Prompts Key Techniques for Designing Effective Prompts In 2026, prompt engineering for AI agents moved beyond simple text instructions. According to the SurePrompts AI Agents Prompting Guide, effective prompts include explicit roles, step-by-step reasoning frameworks, and clear tool usage instructions. The guide emphasizes ReAct (Reasoning + Action) patterns where agents decide when to use tools based on intermediate reasoning steps. Personality and boundaries matter more than ever. As noted in the Medium article "From Inputs to Intent," good system prompts establish the agent's personality, boundaries, and capabilities. For example, a customer service agent might start with "You are a helpful but firm representative who never shares personal data." This approach reduced inappropriate responses by 42% in early tests. Constraints and error handling are critica...

Is Claude code agent tutorial worth your time in 2026? I’ve been testing the workflow myself, and the answer surprised me. Hook Hook Honestly, I wasn’t sure where to start with AI‑driven development until I stumbled on the Claude code agent tutorial. The first time I ran the setup, I felt like I was watching a junior dev read the codebase and start fixing bugs without any prompts. What shocked me most was how easy the integration felt, even when I added custom plugins. Setting Up a Claude Code Agent Project Setting Up a Claude Code Agent Project To launch a Claude Code Agent project, you need a terminal, a recent version of the Claude CLI, and a small “brain” file that stores your preferences. Create a new folder, run claude init , then add a brain.yaml with your API key and model preferences. According to the Quickstart guide , you can also spin up a new database table or API endpoint in a single command. Once the project is initialized, you can add subagents with the Agent ...