Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

MemoryLane

See what tasks you repeat and how to automate them

Details

External ID
1257014
Source
PH
Company
—
Product
MemoryLane
Website domain
producthunt.com
Launched
Sept. 22, 2026
Cohort
—
Upvotes
4
Upvotes percentile
0.9231879409878126
Tags
Productivity, Open Source, Artificial Intelligence, GitHub
Fetched at
Sept. 24, 2026, 4:21 a.m.
Updated at
Sept. 24, 2026, 4:21 a.m.

Description

Desktop app that logs your daily tasks as you work locally on-device, uses AI to spot what you often repeat and suggests how to automate it. Use it to feed n8n, Zapier or any other tool new automation ideas so you don't have to think about it.

Enrichment

Theme
workplace productivity and workflow automation
Vertical
Horizontal
Function
Analytics & BI
Audience
Prosumer
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
task tracking tool to identify repetitive tasks for automation
Manually corrected
False

Could you build this?

Partial Capturing periodic desktop screenshots is simple, but reliably segmenting continuous visual activity and clustering chaotic desktop work into automated process maps requires complex task-mining algorithms.

What it would actually take: A production version requires a desktop client (Electron or Rust/Tauri) with OS-level accessibility and display capture permissions, piping sanitized frames to a multimodal LLM. The core bottleneck is the task-mining engine: taking asynchronous, messy screenshot summaries and reconstructing discrete, deterministic workflow graphs with branching logic. This requires domain expertise in process mining algorithms, sequence alignment, and multimodal data extraction heuristics.

Competitors

Other products that read as similar to this one — 114 launches clear the similarity bar, closest 8 shown.

Attention rank: #15 of 115 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 264 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.