Point Looper at your code, docs, CRM, or any work product. It observes how things are, identifies what can improve, makes targeted changes, and verifies they actually helped. On a schedule. Forever.
Connect a target, choose an improvement strategy, set a schedule. Looper handles the rest - observing, learning, and making your work better with every cycle.
Connect a target: a GitHub repo, a file, a URL, a spreadsheet. Looper reads the current state and understands the context.
Choose a built-in improvement strategy or define your own. Looper knows what to look for based on deep domain expertise.
Set a cadence - nightly, weekly, custom. Looper runs autonomously, cycling through observe, inspect, amend, and evaluate.
Every morning, your work is a little better than yesterday. Track improvements, review changes, or let it run hands-free.
Static tools break when the world changes. Looper treats your work as a living system - observing outcomes, learning from failures, and evolving its approach over time.
Looper reads the current state of your target, builds context, and records what exists right now - creating a baseline for intelligent comparison.
Using domain-specific intelligence, Looper identifies what's degraded, outdated, inconsistent, or underperforming - and traces the root cause.
Looper generates targeted, specific improvements grounded in evidence from what it observed. Each change is versioned and reversible.
Did the change actually help? Looper tracks outcomes across runs, rolls back what didn't work, and refines its approach for next time.
Every run produces a clear summary of what improved, why, and how. Review changes, revert anything, or just enjoy the progress.
Start with a pre-built improvement strategy, customize it, or create your own from scratch. Each strategy encodes deep domain expertise into a repeatable improvement loop.
Dead code, unresolved TODOs, hardcoded values, missing error handling, naming drift, outdated dependencies.
Stale content, broken links, outdated screenshots, missing topics, inconsistent terminology, confusing passages.
Duplicate contacts, stale deals, missing fields, abandoned pipelines, invalid emails, data inconsistencies.
Missing meta tags, thin pages, keyword cannibalization, internal linking gaps, outdated copy.
Stale audience data, outdated budgets, missed channels, unrealistic KPIs, completed campaigns still listed.
Prompt drift, contradicting instructions, outdated tool references, missing edge cases, degraded performance.
Broken formulas, inconsistent types, data outliers, missing summaries, format chaos, orphaned references.
Ambiguous steps, outdated references, missing decision criteria, automation opportunities, stale ownership.
Choose how hands-on you want to be. Every improvement is versioned and revertible regardless of mode.
Looper applies improvements directly. For GitHub, it commits to a branch or opens PRs. For files, it updates in place. You review when convenient.
Looper generates suggestions and waits for your approval. Review each improvement, accept or reject, then apply. Human in the loop.
Looper runs the analysis and sends you a report of what it found. No changes made. Perfect for compliance, awareness, and auditing.
Every plan includes all strategies, all target types, and full run history.
Set up your first loop in under two minutes. Wake up tomorrow to something better.
Create your first loop