CHATBOTS

Daily Discord Digest of Repeated WAF False-Positive Reports

Each morning, scans logged Discord WAF reports in Postgres, groups them by the Cloudflare rule that keeps firing.

CategoryChatbots
Enginesim
Difficultybeginner
Triggerschedule
Steps5
Setup~5 min

How it runs

The automated pipeline, trigger to output.

  • TriggerDaily morning schedule
  • ActionQuery recent WAF reports from PostgresPostgreSQLPostgres
  • LogicGroup by rule ID and path; count reporters
  • LogicRank clusters and flag repeat offenders
  • OutputPost recurring-block digest to DiscordDiscordDiscord

What it does

Finds the WAF rules that generate the most repeat complaints. It reads the report history your bot has logged, clusters them by matched Cloudflare rule and path, and posts a daily Discord digest ranking the worst offenders so you fix root causes instead of one-off tickets.

When to use it

Use it when individual ray-ID lookups are handled but nobody sees the pattern: the same overzealous rule blocking the same legitimate endpoint day after day. This surfaces systemic false positives for a permanent fix.

How it works

  1. 1A daily schedule triggers the flow each morning.
  2. 2The flow queries Postgres for WAF reports logged in the last seven days.
  3. 3A grouping step clusters reports by Cloudflare rule ID and request path, counting distinct reporters per cluster.
  4. 4A ranking step orders clusters by frequency and flags any rule exceeding the repeat threshold.
  5. 5The bot posts a formatted digest to the Discord ops channel with the top recurring blocks and suggested allowlist candidates.

Set it up

What you configure once, before turning it on.

  1. 1
    Connect PostgresAny Postgres URL — query, write, migrate.
  2. 2
    Connect DiscordCommunity channels + voice + bots.
  3. 3
    Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
  4. 4
    Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
  5. 5
    Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.

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