Introducing siftwise · Part 9 of 10

Roadmap and contributing

By Pramod Basavaraj Menasi (PM) October 20, 2026

Done in 0.1.0: everything above.
Next: a demo, this launch write-up, and an arm64 server image.
After launch: live dogfooding, with shadow mode on siftwise's own CI and a hosted server, and published live recall numbers.

Issues and pull requests are welcome: see CONTRIBUTING.md for the dev setup and PR checklist, and ARCHITECTURE.md for how the pieces fit. Shadow-mode recall from your own CI is the evidence the replays can't provide. Report vulnerabilities privately, as SECURITY.md describes.

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