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Developer & AI products.

Your category lives in fragmented places: X, Reddit, Hacker News, Discord, your own community. Bug reports, comparison threads, feature ideas, "anyone tried" questions, complaints, praise — Sift pulls all of it into Slack, triages what's broken, drafts engagement on what isn't, and keeps your brand showing up everywhere it should be known.

Sector briefing

Most launches die in the noise; most launches that don't have a team showing up everywhere. Sift catches every thread in one inbox — routes bug reports to engineering, drafts replies to comparison threads, and surfaces the Ask HN questions before a competitor answers them.

What Sift sees

Every message, sorted to the right team.

  • @dev_kate API returning 500 — anyone else? → Engineering
  • @ai_indie switching from <other tool>, wish there was… → Engagement
  • Hacker News Ask HN: best tool for X right now? → DevRel
How Sift helps

Built for developer & ai products.

  • Every channel in one Slack

    X, Reddit, Hacker News, Discord, Bluesky, LinkedIn, your forum, your subreddit. Each thread lands in the Slack channel your team actually checks — no more tab-hunting across six tools.

  • Triage what's broken

    Bug reports get classified and routed to engineering with the repro thread attached. Outage clusters flagged before they show up in your status page. Comparison-thread complaints split from real bugs.

  • Engage on what isn't

    Drafts that sound like a person, not a brand. Comparison-thread replies cite real differences. "Anyone tried" questions get answered in your voice. The kind of presence that compounds.

  • Reachable via MCP

    Plug SiftGPT into Claude, Cursor, or your own agent. Ask "what are people saying about us this week?" from inside the tool you already use.

Bring Sift to your team.

Tell us about your workflow and we'll show you how the agents fit into your developer & ai products operations.

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