Tracker for assets and outcomes scattered across AI coding sessions
Problem
Developers now run dozens of parallel Codex/Claude Code sessions and generate huge numbers of artifacts — code, but also GTM assets like landing pages and copy. Many outputs remain unfinished, and there is no way to keep track of what was created, where it lives, and what state it is in. Session history is buried in each tool's own log, so work gets silently lost.
Opportunity
A unified dashboard that ingests/records AI coding-agent sessions across tools (Claude Code, Codex, Cursor), indexes every generated asset, marks finished vs. abandoned work, and lets you resume or re-discover past outputs — a 'session manager' for the vibe-coding era.
Market analysis
The pain is real and growing, but the live-agent half is crowding fast: Vibe Kanban (27.6k GitHub stars) and Omnara already orchestrate and monitor sessions across Claude Code, Codex and friends. The underserved angle is the one the asker actually names — a persistent index of generated artifacts (landing pages, copy, half-finished features) with finished-vs-abandoned state, which orchestration tools do not attempt.
Market · Heavy vibe-coding developers and small teams running many parallel agent sessions; strong organic demand signal given Vibe Kanban's stars and a stream of homegrown dashboards (Vibing, hand-rolled macOS dashboards).
Pricing · Comparables skew free/open-source for dashboards; per-seat agent platforms exist, but willingness to pay specifically for a session/asset indexer is unproven.
Pros
- + Session logs are local files, so an MVP is a parser plus index — no backend required.
- + Asset indexing with finished-vs-abandoned state is genuinely not what orchestration tools do.
- + Audience is reachable in exactly the communities (HN, r/vibecoding) voicing the pain.
Cons
- − Fast-crowding space with open-source competitors at 27k+ stars.
- − Every agent vendor is incentivized to ship native session management — constant platform risk.
- − Session log formats are undocumented and can break with any agent update.
- − Solo-developer audience is notoriously reluctant to pay for dev-tool subscriptions.
Source
Hacker News (Ask HN)
The framing decides this product’s fate: another live-agent dashboard loses to Vibe Kanban’s star count, but a local-first archive of outcomes — what was produced, where it lives, whether it was finished — is a different category that none of the orchestration tools attempt. That version is cheap to build (a parser over session logs plus a file-system index) and compounds in value the longer it runs. Two risks temper it: vendors keep absorbing session management natively, so cross-tool coverage must stay ahead; and monetization history here is ugly — a 2026 review of Vibe Kanban is literally titled “Still Worth It After the Shutdown?”, which is what happens to attention-driven dev tools without a paying wedge. The asset-index angle (GTM outputs, not just code) is the only part a business can be built around.