#Spec Driven Development
1780 related articles
·6 min
Spec-Driven Development in Practice: The New AI Coding Paradigm from Andrew Ng × JetBrains
Andrew Ng partners with JetBrains to launch a Spec-Driven Development course, teaching how to direct AI coding agents via spec files to boost intent fidelity and build maintainable production apps.
Read more →
·7 min
Spec-Driven Development: Andrew Ng Teaches You to Master AI Coding Agents Efficiently
Andrew Ng partners with JetBrains on a new course systematically teaching Spec-Driven Development. By writing high-quality specs, developers can precisely control AI coding agents, eliminate context decay, and boost intent fidelity.
Read more →
·3 min
Spec-Driven Development: Moving Beyond Vibe Coding for More Reliable AI-Generated Code
Spec-Driven Development solves inconsistent AI coding quality: generate requirements and design docs before writing code, giving AI a clear blueprint. Covers core workflow, three key practices, and AWS's Kiro tool.
Read more →
Deep Dive into the Three AI Programmin…
·3 min
Deep Dive into the Three AI Programming Frameworks: The Right Way to Do Specification-Driven Development
Deep dive into the three frameworks of Specification-Driven Development (SDD) for AI programming: Blueprint, Execution Flow, and Change Records — solving the problem of AI code going off the rails.
Read more →
Tutorials·3 min
SDD (Specification-Driven Development) in Practice: AI Programming Methodology from Cursor to Claude Code
Deep dive into SDD (Specification-Driven Development) methodology covering Cursor and Claude Code in practice—from intelligent data querying to enterprise compliance platforms across four progressive projects.
Read more →
Product Reviews·3 min
Deep Dive into Amazon Kiro: Breaking Down Its Three Core Features — Spec-Driven Development and Beyond
Deep dive into Amazon's AI coding assistant Kiro and its three core features: Spec-driven development, Steering rules system, and Hooks automation — plus how it compares to Cursor.
Read more →
Product Reviews·3 min
Zenflow Hands-On Review: Spec-Driven AI Coding vs. Pure Prompt-Based Development
In-depth review of Zenflow's spec-driven AI coding vs Google AI Studio's prompt-based approach. Covers multi-agent execution, automated validation, version rollback, and the paradigm shift in AI programming.
Read more →
Product Reviews·2 min
AWS Kiro Deep Dive: Spec-Driven Development vs Cursor — Which One Is Right for You?
Deep analysis of AWS's new AI IDE Kiro, comparing it with Cursor. Covers spec-driven development workflow, pricing advantages, hands-on impressions, and industry shifts.
Read more →
Product Reviews·2 min
Deep Dive into Amazon Kiro: How a Spec-Driven AI IDE Is Reshaping the Development Workflow
Deep dive into Amazon's new AI IDE Kiro: Steering Docs, spec-driven development, and Agent Hooks. See how it compares to Cursor and reshapes dev workflows.
Read more →
Product Reviews·2 min
Deep Dive into Kiro: What Makes Amazon's AI IDE and Its Spec-Driven Development So Powerful?
Deep dive into Amazon AWS's AI IDE Kiro: how its Spec-driven development integrates requirements, design, and task breakdown into AI coding workflows, compared with Cursor and others.
Read more →
Product Reviews·2 min
Deep Dive into Amazon Kiro: How Spec-Driven Development Is Changing AI Programming
Deep analysis of Amazon's AI IDE Kiro: its core Specs and Hooks features, comparison with Cursor, and how this free Claude Sonnet 4-powered tool boosts complex project development.
Read more →
Tutorials·2 min
Replicating Kiro's Spec-Driven Development in Trae: A Free Alternative Tested and Compared
Amazon Kiro pulled offline after crashes. Free Chinese IDE Trae replicates its Spec-driven dev workflow with auto-execution. Side-by-side comparison of requirements, design docs, and task lists.
Read more →
·3 min
Taming Dependabot: Three Strategies to Reduce Noise Without Sacrificing Security
Learn GitHub's official Dependabot optimization strategies: grouped updates, slower cadence, and security fast lanes to reduce PR noise while keeping vulnerabilities fixed instantly.
Read more →
·4 min
How Much Math Do You Need for Machine Learning? Finding the Balance Between Preparation and Practice
How much math do you really need before starting ML projects? This article analyzes the 'bottomless pit' trap, proposes a minimum viable math framework, and offers project-driven learning strategies.
Read more →
·2 min
Is AI-Assisted Programming Just Slop? Unpacking the Tech Community's Bias and Anxiety Around AI Coding
A developer's pushback against AI haters sparks debate: does using AI mean producing slop? We analyze the value of AI-assisted programming and the professional anxiety behind the bias.
Read more →
·3 min
SpecJudge: A Locally-Run AI Model Selection CLI Tool
SpecJudge is a fully local CLI tool that reads project spec documents to automatically recommend the best-fit AI model, avoiding costly overuse of frontier models. Supports Ollama, MIT licensed.
Read more →
·2 min
AI-Driven Persistent RPG Engine: A Full-Stack Practice Guide with React + Supabase
Deep dive into an AI persistent RPG game engine built with React SPA and Supabase, exploring how LLMs combine with modern web stacks for cross-session memory, dynamic narrative, and game state management.
Read more →
·3 min
Why Are AI Companies Frantically Hiring Electricians and Carpenters? The Blue-Collar Recruitment Truth Behind the Data Center Building Boom
OpenAI, Google, Meta, and other AI giants are massively recruiting electricians, carpenters, and plumbers. A deep dive into how the AI data center boom is driving a revaluation of blue-collar skills.
Read more →
·4 min
Pure Vibecoding Builds a 130+ Card Multiplayer CCG: Full AI Tech Stack Breakdown
An indie dev built a 130+ card multiplayer CCG entirely through vibecoding with Claude Code, GPT, and ElevenLabs. Full AI tech stack breakdown and analysis of vibecoding's capabilities and limits.
Read more →
·2 min
agent-manager: An Open-Source Tool for Managing Multiple AI Coding Assistants with tmux
agent-manager is a lightweight tmux-based TUI tool that helps developers manage multiple AI coding assistants like Claude Code, Codex, and OpenCode from a unified interface for status monitoring, interaction, and code review.
Read more →