LetsBegin
LetsBegin takes a messy project idea, compiles it into a dependency graph of tasks, and coordinates who does what — AI agents auto-execute their tasks in the background while humans get guided through theirs one step at
Core trick
Compiles a project brief into a dependency graph where agent tasks run in the background and human tasks are released one step at a time.
Description
LetsBegin takes a messy project idea, compiles it into a dependency graph of tasks, and coordinates who does what — AI
agents auto-execute their tasks in the background while humans get guided through theirs one step at a time. Unlike
chatbots that dump everything on you or coding agents that only handle code, LetsBegin manages the full project: agent
tasks, human tasks, and hybrid handoffs where AI drafts and humans review.
README excerpt
# LetsBegin **Your AI tools are frying your brain. We fix that.** A [2026 BCG study](https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry) found workers using 4+ AI tools make 39% more major errors. LetsBegin replaces the chaos with one calm workflow: describe what you want to build, get a structured plan, and execute it — with AI doing the heavy lifting while you stay in control. ## What it does 1. **Describe your project** — Write a brief (or let AI help you write one) 2. **Get a structured plan** — AI breaks it into a dependency graph (DAG) of tasks 3. **Execute with flexibility** — Use our API, bring your own API key (BYOK), or connect via MCP/OpenClaw 4. **Review in batches** — Reduce oversight burden with batch review mode instead of constant supervision ## Key features - **One tool, not six** — Plan, execute, and review in one place. No more tab circus. - **Zero-context chat** — Task chat is pre-loaded with your full project context. Never re-explain. - **Context carry-forward** — Completed task outputs automatically feed into downstream tasks. - **Cross-project intelligence** — "Your Day" dashboard picks the best tasks across all your projects based on energy, deadlines, and priority. - **Brain fry protection** — Tracks your cognitive load, suggests breaks, and adapts task recommendations to your energy level. - **ADHD-friendly UX** — Task timer, streaks, encouragement, break reminders, and "break it down more" for any task. - **Quick capture** — Instantly a