Become an AI Hero with tips, tricks and tutorials. We don't do vibe coding - this is a channel for real engineers solving real problems.
Scaling software development through AI agents requires shifting from manual micromanagement to building robust, self-verifying environments. By treating engineering workflows like a Michelin-starred kitchen, developers can move beyond simple code generation to creating systems where agents operate within strict constr...
Software development is undergoing a paradigm shift as AI agents replace human labor in tactical implementation, yet fundamental engineering principles remain critical to managing system complexity. While agents excel at speed, they frequently produce technical debt, requiring a rigorous "gauntlet" of automated, determ...
Version 1.2.0 of the engineering skills repository introduces comprehensive documentation at aihero.dev/skills and official integration with the Claude Code marketplace. To improve model performance, the "Wait What" skill forces agents to use Simplified Technical English and context-specific language, effectively curbi...
Wayfinder provides a robust framework for managing complex, multi-session projects with AI agents by breaking down ambitious goals into actionable, dependent tickets. Unlike traditional single-session planning, this approach systematically clears the "fog of war" by categorizing work into research, prototyping, grillin...
Setting up the Matt Pocock skills repository involves installing the package via npx and configuring it for agents like Claude Code, prioritizing project-level installation to ensure team consistency. The core development workflow centers on a structured sequence: starting with "Grill with Docs" to refine ideas into a ...
Wayfinder, an orchestrator for AI-driven development, streamlines the transition from vague requirements to actionable specifications by managing multiple parallel "grilling sessions." By breaking down a TikTok creator feature for a video management platform, the process demonstrates how to resolve technical uncertaint...
Version 1.1 of the skills repository introduces significant workflow improvements, most notably the renaming of 2PRD to 2spec and 2issues to 2tickets to better reflect their functional roles in software development. The update refines the "grilling" process by adding confirmation gates and clearer distinctions between ...
Effective AI-assisted development requires a shared, documented language between the developer and the model. Moving beyond the "grill-me" skill, which focuses on iterative questioning, the "grill-with-docs" approach integrates a context.md file to establish a ubiquitous language derived from Domain-Driven Design. This...
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