AI & RAG
On-demand Slack migration-gap report between two SDK versions
A Slack slash command that, given a from-version and to-version, returns a ranked summary of every breaking change, deprecation, and new requirement in that range.
How it runs
The automated pipeline, trigger to output.
- TriggerSlack slash command with from/to versionsSlack
- LogicValidate range and resolve ordered releases
- ActionRetrieve changelog entries in the rangePostgres
- LogicGroup changes by severity and summarize actions
- OutputPost ranked migration brief to the threadSlack
What it does
Gives engineers a self-serve way to scope an upgrade. Someone runs a Slack command with two version numbers; the flow retrieves every changelog entry between them, groups the changes by severity, and replies in-thread with a concise, ranked migration brief.
When to use it
Use it during upgrade planning when a developer wants a fast, accurate diff of what changed between the version they're on and the one they're targeting, without reading the full release history.
How it works
- 1A developer invokes the Slack slash command with from-version and to-version arguments.
- 2The flow validates the version range and resolves the ordered set of releases between them.
- 3It retrieves all changelog entries in that range from the Postgres corpus.
- 4The agent groups entries into breaking, deprecating, and additive buckets and summarizes each with the action required.
- 5It posts the ranked brief back to the originating Slack thread.
Set it up
What you configure once, before turning it on.
- 1Connect SlackChannels, DMs, threads, mentions.
- 2Connect PostgresAny Postgres URL — query, write, migrate.
- 3Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 4Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 5Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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