CHATBOTS
Feature Flag Rollout Request and Gradual Ramp Scheduler
A Slack bot that turns a flag rollout request into a confirmed, scheduled gradual ramp — it asks for the target percentage, restates the blast radius for sign-off.
How it runs
The automated pipeline, trigger to output.
- Trigger/rollout slash command in SlackSlack
- ActionLook up current flag audience sizePostgres
- LogicCompute blast radius and require operator confirmation
- ActionWrite staged ramp plan and audit rowPostgres
- OutputPost scheduled ramp summary to channelSlack
What it does
Lets an engineer kick off a feature-flag rollout from Slack without touching a dashboard. The bot interviews the requester for the flag key and target percentage, calculates how many users that exposes, makes the operator confirm the blast radius, and records a multi-stage ramp plan (e.g. 5% → 25% → 50% → 100%) so the flag increases gradually instead of all at once.
When to use it
When your team ships behind flags and wants a guardrailed, auditable way to start rollouts from chat — avoiding fat-finger 0%-to-100% jumps and giving every ramp a paper trail.
How it works
- 1An engineer runs `/rollout start checkout-v2` in Slack, triggering the bot.
- 2The agent asks for the target percentage and the ramp window, then queries Postgres for the flag's current audience size.
- 3It computes the blast radius (users newly exposed) and posts a confirmation card the requester must approve.
- 4On approval it writes a staged ramp plan and audit row to Postgres.
- 5It posts a summary to the channel with each scheduled stage and time.
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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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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