Get AI summaries of new releases for your self-hosted apps

Watches your self-hosted apps for new releases, has AI read the changelogs, and sends urgency-ranked alerts to your team chat.

How the work actually flows

It branches. Exactly one path is taken; runs once per each self-hosted app tracked.

Pattern: Exclusive Choice (4) · Multiple Instances with a priori Design-Time Knowledge (13)

flowchart TD trig(["daily scheduled check"]):::trigtime s0[["check apps for new releases"]]:::mi s1["compare to last version seen"]:::task s2["ai analyzes changelog for risk"]:::task trig --> s0 s0 --> s1 s1 --> s2 gx{"× how urgent is the update"}:::gate s2 --> gx p00["send instant alert"]:::task gx -->|"critical or security"| p00 p10["add to daily digest"]:::task gx -->|"routine update"| p10 jn{"○ deliver to team chat"}:::gate p00 --> jn p10 --> jn jn --> out out[/"urgency ranked update alerts sent"/]:::out pay{{"stay ahead of risky updates"}}:::pay out --> pay classDef task fill:#e7f6fe,stroke:#34b8f0,color:#2c2a29 classDef svc fill:#f6f8fa,stroke:#7c8795,color:#2c2a29 classDef mi fill:#e7f6fe,stroke:#0079a8,color:#2c2a29,stroke-width:2px classDef human fill:#fff,stroke:#0079a8,color:#0079a8 classDef store fill:#f6f8fa,stroke:#0079a8,color:#2c2a29 classDef trig fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigtime fill:#00a4eb,stroke:#0079a8,color:#fff,font-weight:bold classDef trigdata fill:#8ad4f5,stroke:#0079a8,color:#06314c,font-weight:bold classDef gate fill:#fff,stroke:#e8a23d,color:#6b4708,font-weight:bold classDef out fill:#1f9d6b,stroke:#167a53,color:#fff,font-weight:bold classDef pay fill:#06314c,stroke:#021f33,color:#fff
Starts itA stepRuns once per itemOne path onlyPaths rejoinResultPayoff
Build size
Advanced

A larger build with multiple systems, AI reasoning, and custom rules.

Business functions
Messaging & NotificationsSpreadsheet & Database OpsResearch & Market IntelligenceDevOps & IT Operations
Connects
GitHubDockerClaudeSlackDiscordTelegram

The problem it solves

You run several self-hosted tools and only find out about important updates after something breaks or a security issue hits the news. Reading every changelog yourself to figure out what's safe to update and what might cause problems takes time you don't have.

Who it fits

IT teams and technical operators who self-host multiple applications and need to stay ahead of updates.

How it works

  1. Each day, the system checks GitHub and container registries for new releases of your chosen apps
  2. It compares each release against the last version it saw so only genuinely new updates get flagged
  3. AI reads the changelog and flags breaking changes, security issues, and how urgent the update is
  4. Critical and security updates trigger an instant alert, while everything else is grouped into one daily digest
  5. The alert is delivered to your chat apps with a ready-to-run update command
What you get

Update alerts ranked by urgency

You get AI-summarized alerts on new releases for your self-hosted apps, ranked by urgency and sent straight to chat.

What you get

A color-coded update alert or daily digest showing what changed, what might break, and how to apply the update.

What you need

An Anthropic API key and at least one of Slack, Discord, Telegram, or ntfy set up to receive messages.

We can build this. But should you?

The hard question is not how to build it. It is whether this is the right thing to build first.

That is what a Fractional Chief AI Officer figures out with you, before anyone writes a line of code.

Let's Talk Strategy

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