⌂→Coding Assistants

Fighting With AI

From Vibes to Engineering

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Concepts

Large Language Models Context Autocomplete Chat Loops Chain of Thought Tool Calling Agent Loops Agent Orchestration MCP Signal vs Noise Context Engineering Vibe Coding

Prompt Engineering

Adversarial Prompting Hierarchy Meta Prompts Slash Commands System Prompts Trigger Words

Context Management

Checking Context Clear / New Compact Stop Rewinding / Undo

Context Expanding

Breadcrumbs Skills Context Seeding Organization

Workflow & Guardrails

Abstractions AI Standards Constraints Feedback Loops Model Selection Pipelines and Hooks Planning PR Splitting Research-Plan-Implement Sandboxing Steering Terminal-Centric Work Voice Recognition Worktrees

Failure Modes

Anthropomorphizing Context Collapse Context Contamination False Confidence Spiraling Stochastic Noise

Coding Assistants

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Coding Assistants

AI coding assistants and how they implement these patterns.

Claude Code
Copilot
Cursor
OpenAI Codex
OpenCode

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