nowfound

AI · February 4, 2026

Intent Driven Development - Book Launch

A Discipline for Building Software with AI

Intent Driven Development - Book Launch launched on February 4, 2026 with 3 votes, #3,486 of 16,627 launches that month and more than 50% of that year's launches.

Visit neoforge.co ↗Alternativestop 21% of February 2026

What it does

Intent-Driven Development: Stop vibing with AI. Start engineering. You're coding with ChatGPT or Claude. Hour 1: amazing. Hour 3: outputs drift, bugs appear, iterations pile up. This book teaches the FORGE methodology, a systematic approach to AI-assisted development that maintains speed while adding the structure you actually need. Inside: • The 5-phase FORGE process • Test-driven development with AI • Prompts that consistently work • Team practices & code review

Master AI-assisted development with the FORGE methodology. A practical guide to expressing intent clearly enough for AI to implement correctly.

The age of typing code is ending. The age of expressing intent has begun. Learn the FORGE methodology for engineering software through expressed purpose rather than written implementation. It works brilliantly for an hour, then outputs start drifting. You iterate five times on something that should have taken one pass. The AI confidently generates code that looks right but subtly is not. You catch some errors. The rest find you later. "Vibing" with ChatGPT or Claude works until it does not. You need structure that speeds you up, not constraints that slow you down. Five phases that transform vague ideas into working systems: Focus, Orchestrate, Refine, Generate, Evaluate. Write…from neoforge.co

Does a similar job

all alternatives →
  • Forge – Guardrails take an 8B model from 53% to 99% on agentic tasksMay 2026 · github.com · ▲687

    Hi HN, I'm Antoine Zambelli, AI Director at Texas Instruments. I built Forge, an open-source reliability layer for self-hosted LLM tool-calling. What it does: - Adds domain-and-tool-agnostic guardrails (retry nudges, step enforcement, error recovery, VRAM-aware context management) to local models running on consumer hardware - Takes an 8B model from ~53% to ~99% on multi-step agentic workflows without changing the model - just the system around it - Ships with an eval harness and interactive dashboard so you can reproduce every number I wanted to run a handful of always-on agentic systems…

  • IntentApr 2026 · intentapp.dev · ▲355

    Describe a feature and AI agents build, verify, and ship it

  • Continue – Open-source coding autopilot2023 · github.com · ▲298

    Hi HN, we’re Nate and Ty, co-founders of Continue, an open-source autopilot for software development built to be deeply customizable and continuously learn from development data. It consists of an extended language server and (to start) a VS Code extension. Our GitHub is https://github.com/continuedev/continue. You can watch a demo of Continue and download the extension at https://continue.dev — — — A growing number of developers are replacing Google + Stack Overflow with Large Language Models (LLMs) as their primary approach to get help, similar to how…

  • IB
    I built a wizard to turn ideas into AI coding agent-ready specsNov 2025 · vibescaffold.dev · ▲71

    I created vibescaffold.dev. It is a wizard-style AI tool that will guide you from idea → vision → tech spec → implementation plan. It will generate all the documents necessary for AI coding agents to understand & iteratively execute on your vision. How it works: - Step 1: Define your product vision and MVP - Step 2: AI helps create technical architecture and data models - Step 3: Generate a staged development plan - Step 4: Create an AGENTS.md for automated workflows I've used AI coding tools for awhile. Before this workflow (and now, this tool), I kept getting "close but not quite" results…

  • Bindly2016 · bind.ly · ▲76

    Hi HN, I’m a product designer by background, not a traditional software engineer. Over the last year, tools like Claude and ChatGPT completely changed how I work. I started with small internal tools, and now I’m “vibe coding” multiple highly personalized apps. As I iterated between Claude Code (implementation) and ChatGPT (ideation / thinking), I kept running into the same problem. To think clearly, I had to repeatedly re-explain: - what the code currently does, - what changed recently, - and why certain decisions were made. That re-summarization step became a real bottleneck. So I…

  • Outline Driven Development – New AI-Assisted Coding Paradigm; BNNov 2025 · github.com · ▲11

    The Problem "Vibing" with LLMs is often too shallow for complex logic, while writing full specifications is cognitively expensive and slow. We need a middle ground that mimics how human programmers gather context—scanning structure before diving into details. The Solution: Outline Driven Development (ODD) I've built a "batteries-included" kit for Gemini/Claude/Codex that uses AST analysis to understand code structure rather than just raw text. This relies on a hyper-optimized Rust toolchain (`ast-grep`, `ripgrep`, `jj`, etc.) to feed precise, structural context to the agent. 1. The…

More ai this month

the category →
  • Video model that turns script into viral social media videos

    AI · 17d ago · spira.ai

  • The browser where Claude Code and Codex work beside you

    AI · 17d ago · rill.love

  • Kolibri is Aleph Alpha

    AI · 19d ago · tej.as

  • Paintings by AI models: programs run through a simulation of oil paint.

    AI · 20d ago · stillwet.art

  • A real-time world model you can explore and change

    AI · 29d ago · world.pixverse.video

  • Hemory▲381

    Keep listening. Searchable memory for your AI agents.

    AI · 30d ago · hemory.com

Source: Product Hunt launch ↗

Launched alongside, February 2026

the whole month →
  • Rork Max▲1,428

    Best AI for iOS apps. Website that replaces Xcode

    Life & fun · Feb 2026 · rork.com

  • happycapy▲1,365

    The agent-native computer, for the rest of us

    AI · Feb 2026 · happycapy.ai

  • SuperX▲897

    All-in-one growth OS for serious 𝕏 creators

    AI · Feb 2026 · superx.so

  • KiloClaw▲868

    Hosted OpenClaw. No Mac mini required.

    Dev tools · Feb 2026 · kilo.ai

  • Feel closer and have more fun with your partner every day!

    AI · Feb 2026 · lovon.app

  • Hello my name is Ben Ward for the past 3 years I have been remastering the financial game Wall Street Raider created by Michael Jenkins originally on DOS in 1986. It has been a rough journey but I finally see the light at the end of the tunnel. I just recently redid the website and thought maybe the full story of how this project came to be would interest you all. Thank you for reading.

    Work · Feb 2026 · wallstreetraider.com