crshdn / mission-control

Autensa The World's First Autonomous Product Engine autensa.com Your products improve themselves — 24/7 — while you sleep. Research → Ideation → Swipe → Build → Test → Review → Pull Request — fully automated. I highly recommend getting Hetzner VPS to run this. You can sign up here. 🎮 Live Demo • Quick Start • Docker • What's New • Features • How It Works • Configuration • Contributors ▶️ Watch the Autensa v2 Introduction --- 🚀 What's New in v2.4.0 Agent Skill Creation Loop • **Agents learn reusable procedures** — When a task completes, the system extracts structured skills (build steps, deploy scripts, config patterns) from what the agent did. Skills are stored as executable playbooks with commands, prerequisites, and verification. • **Skills improve with use** — Agents report whether a skill worked. Bayesian confidence scoring promotes proven skills and deprecates unreliable ones. No manual curation needed. • **Injected at dispatch** — Matched skills are the first thing an agent sees, not a footnote. Agent #1 figures out the build process, Agent #2 gets it as primary instructions. Previous Releases v2.3.x — Idea Dedup, Chat, Undo, A/B Testing, Rollback • Idea similarity detection & auto-deduplication • Floating operator chat widget with @mentions • 10-second swipe undo + batch review mode • Product program A/B testing • Automated rollback pipeline via GitHub webhooks Idea Similarity Detection • **Auto-deduplication** — New ideas are compared against existing ones. Ideas >90% similar to rejected ideas are auto-suppressed. Similar ideas get a warning badge. Full audit trail. Operator Chat Widget • **Chat from anywhere** — Floating chat widget with threaded conversations per task. mentions, command palette ( , , ), and unread badges. Swipe Undo & Batch Review • **10-second undo** — Full rollback of any swipe including task deletion. Batch review mode for table-view multi-select actions. Product Program A/B Testing • **Test your product program** — Run concurrent or alternating A/B tests on product program variants. Research and ideation run against each variant. Statistical comparison of approval rates. Automated Rollback Pipeline • **Auto-revert failed deploys** — GitHub webhook monitors merged PRs. Post-merge health checks. Auto-creates revert PRs when failures detected. Activity Dashboard Picker • **Workspace selector** — lists all workspaces instead of hardcoding to one. Previous Releases v2.2.1 — Health Check & Backup API • and for monitoring integration • Database backup API with optional S3 upload v2.2.0 — Preference Learning & Token Tracking • Swipe-driven preference learning (Karpathy AutoResearch pattern) • Token counts now recorded in activity log and cost tracker v2.1.x — Server-Side Pipeline, Error Reporting & Badges • Server-side research → ideation pipeline (fire-and-forget) • LLM retry with exponential backoff • Toast notifications with one-click error reporting • Pending ideas badges on product cards • One-click error reporting via mailto (pre-filled with system logs) • Pending ideas badge on product cards (iPhone-style notification count) v2.0.2 — Session Key Prefix Support • Session Key Prefix UI for custom OpenClaw session routing. (@balaji-g42) • Session key sanitization — empty prefixes fall back to defaults. v2.0.1 — Dispatch Stability & Community Contributions • **Product Settings Modal** — Edit product config inline via the gear icon. • **Import README / Auto-Generate Description** — One-click README import and AI-generated descriptions in the New Product Wizard. • **Dispatch hang fix** — 30s timeout on all dispatch calls; stale WebSocket force-reconnect. • **Pre-migration database backups** — Automatic timestamped backups before migrations. (@cgluttrell) • **Migration 013 data guard** — Destructive migration skips databases with existing data. (@cgluttrell) • **Static device identity path** — Removes dynamic filesystem path parameter. (@org4lap) v2.0 Highlights Autensa v2 is a ground-up expansion from task orchestration dashboard to **the world's first autonomous product improvement engine**. It researches your market, generates feature ideas, lets you decide with a swipe, and builds them — automatically. 🔬 Product Autopilot — The Full Pipeline The headline feature. Point Autensa at any product (repo + live URL) and it runs a continuous improvement loop: • **Autonomous Research** — AI agents analyze your codebase, scan your live site, and research your market: competitors, user intent, conversion patterns, SEO gaps, technical opportunities. Runs on configurable schedules — daily, weekly, or on-demand. • **AI-Powered Ideation** — Research feeds into ideation agents that generate concrete, scored feature ideas. Each idea includes an impact score, feasibility score, size estimate, technical approach, and a direct link to the research that inspired it. • **Swipe to Decide** — Ideas appear as cards in a Tinder-style interface. Four actions: • **Pass** — Rejected. The preference model learns from it. • **Maybe** — Saved to the Maybe Pool. Resurfaces in 1 week with fresh context. • **Yes** — Task created. Build agent starts coding. • **Now!** — Urgent dispatch. Priority queue, immediate execution. • **Automated Build → PR** — Approved ideas flow through the full agent pipeline: Build agent implements the feature → Test agent runs the suite → Review agent inspects the diff → Pull request created on GitHub with full context. **Your only job is the swipe.** Everything else is automated. 📄 Product Program (Karpathy AutoResearch Pattern) Inspired by Andrej Karpathy's AutoResearch architecture. Each product has a **Product Program** — a living document that instructs research and ideation agents on what to look for, what matters, and what to ignore. The program evolves as swipe data accumulates: the system learns your taste, not just patterns. 🚛 Convoy Mode — Parallel Multi-Agent Execution Large features get decomposed int…