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Roadmap

Where Weirling is going, in four milestones. Live status, with every issue, is on the GitHub milestones page.

flowchart LR
    accTitle: Weirling milestones
    accDescr: Four milestones in order, from core fixes to a hosted beta, the public launch, and year one.

    m0["M0: Core loop"] --> m1["M1: Hosted beta"]
    m1 --> m2["M2: Public launch"]
    m2 --> m3["M3: Year one"]

M0: Core loop fixes

Make the daily loop trustworthy: ingest, rank, deliver, learn.

  • All P0 fixes from the October 2026 audit
  • Docs that match the code
  • Clear notices for platforms that stopped offering feeds (Reddit)
  • A dogfooding instance running every day

M1: Hosted beta

Run Weirling for a small group of readers.

  • Shared feeds: a feed followed by many readers is fetched once
  • One ranker with faithful explanations and pairwise learning
  • Onboarding that produces a useful first digest
  • A concierge beta with hands-on support

M2: Public launch

Everything needed to open the hosted service and make self-hosting easy.

  • Billing and plans: Reader and Pro, a 30-day trial, quotas and trial emails
  • Self-hosting: the all-in-one image, a first-boot setup screen, backups and an upgrade guide
  • Operations: metrics, dashboards and alerts
  • Trust: hosted terms and privacy, account deletion that cancels billing, and an external security review

M3: Year one

Grow the product once the launch is stable.

  • A heavier Pro tier: more feeds, story synthesis, API and MCP access
  • Transcripts and summaries in more languages
  • Extracting the ranker as a reusable library
  • Scaling beyond the first thousand readers

Decisions and history