Use Cases

Concrete, end-to-end recipes — not feature lists. Each combines several connectors with the agent loop, scheduled tasks, and channels into a working pattern you can stand up in a day. Both the Web UI and the REST API path are documented step-by-step, with screenshots, curl examples, and worked Rego policies.

Recipe catalog

01 · DevOps

CI/CD intelligence

Builds & deploys become a queryable feed in Slack.

Trigger Webhook + cron

Output Slack

Read recipe →

02 · DevOps

Automated code review

Claude Code reviews PRs in a CIAB sandbox.

Trigger GitHub PR webhook

Output PR comment + Slack

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03 · SRE

Incident response

Pages get triaged with metrics & cluster context.

Trigger Grafana alert

Output Slack #oncall

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04 · Knowledge

Cited Q&A

Ask the company. Answers cited back to source.

Q&A+ refs

Trigger Chat / cron

Output Cited answers in chat

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05 · GTM

Customer success

CRM + call recap surface churn risk early.

Trigger Cron weekly

Output Slack #cs-leads

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06 · Security

Security audit

Quarterly compliance evidence pulled and archived.

PDF+ Slack

Trigger Cron quarterly

Output Markdown report + Slack

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07 · Data

Data ops

Schedule queries · spot anomalies · alert on breach.

Trigger Cron every 2h

Output Slack (only on anomaly)

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08 · Platform

Platform engineering

Self-service infra ops — deploy, scale, debug from Slack.

Trigger Slack mention

Output Slack thread

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09 · Security

CVE remediation

Auto-patch CVEs across repos with policy-gated PRs.

Trigger CVE feed + cron daily

Output PR per repo + Slack #security

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10 · Finance

FinOps cost watch

Spot cost spikes · attribute to teams · suggest fixes.

Trigger Cron daily + spike webhook

Output Slack #finops + weekly digest

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11 · Reporting

Executive reporting

Roll up metrics from N tools into a weekly exec brief.

PDF+ email

Trigger Cron Monday 06:00

Output PDF + email + Slack

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12 · Platform

Developer self-service

Spin up envs · rotate secrets · restart services from chat.

Trigger Slack slash command

Output Slack thread + audit log

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13 · SRE

Observability Q&A

Ask the dashboards. Get rendered panels and cited metrics back.

Chart+ refs

Trigger Chat / Slack mention

Output Slack thread with rendered panels

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14 · Finance

Conversational FP&A

Ask budget, forecast, and scenario questions across ERP, HRIS, spend, and banking — every figure cited.

Q&A+ scenarios

Trigger Chat / Slack mention

Output Slack / dashboard / PDF scenario export

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15 · Marketing

Marketing content generation

Drop assets + a brief, get scripts, voiceover, and rendered videos. Daily proactive content suggestions from the graph.

Video+ scripts

Trigger Chat upload / cron daily

Output MP4 + scripts + social copy

Read recipe →

Adding a new recipe

All recipes are defined in docs/.vitepress/data/recipes.ts. To add one, append an entry to the recipes array and create a matching docs/use-cases/<slug>.md page. The catalog above and the comparison table below render automatically.

At-a-glance comparison

#	Recipe	Domain	Connectors	Trigger	Outbound
01	CI/CD intelligence	DevOps	GitHub · Jenkins · Vercel	Webhook + cron	Slack
02	Automated code review	DevOps	GitHub · CIAB (Claude Code)	GitHub PR webhook	PR comment + Slack
03	Incident response	SRE	Grafana · Kubernetes · AWS	Grafana alert	Slack #oncall
04	Cited Q&A	Knowledge	Google Workspace · Slack · Read.ai	Chat / cron	Cited answers in chat
05	Customer success	GTM	HubSpot · Read.ai · Slack	Cron weekly	Slack #cs-leads
06	Security audit	Security	AWS · GitHub · Agentcy audit log	Cron quarterly	Markdown report + Slack
07	Data ops	Data	SQL · MongoDB · S3	Cron every 2h	Slack (only on anomaly)
08	Platform engineering	Platform	Kubernetes · GitHub · Grafana	Slack mention	Slack thread
09	CVE remediation	Security	GitHub · NVD/OSV CVE feed · Kubernetes	CVE feed + cron daily	PR per repo + Slack #security
10	FinOps cost watch	Finance	AWS Cost Explorer · GCP Billing · Kubernetes	Cron daily + spike webhook	Slack #finops + weekly digest
11	Executive reporting	Reporting	GitHub · HubSpot · Grafana · Stripe	Cron Monday 06:00	PDF + email + Slack
12	Developer self-service	Platform	GitHub · Kubernetes · AWS · Vault	Slack slash command	Slack thread + audit log
13	Observability Q&A	SRE	Grafana · Kubernetes · Loki/Prometheus	Chat / Slack mention	Slack thread with rendered panels
14	Conversational FP&A	Finance	NetSuite · HiBob · Ramp · Moss · Procurify · Alta Via · Excel	Chat / Slack mention	Slack / dashboard / PDF scenario export
15	Marketing content generation	Marketing	Figma · Remotion · ElevenLabs · Runway · CIAB	Chat upload / cron daily	MP4 + scripts + social copy

What every recipe gives you

A consistent shape so you can scan one and be productive in 30 minutes:

1. Hero diagram — the flow at a glance, with vendor icons.
2. At-a-glance — a 3-line summary of what the agent is doing.
3. Stack — exactly which connectors and features are in play.
4. What you'll build — narrative of the end-to-end flow.
5. Prerequisites — tokens, optional features (Workers, Channels), realm setup.
6. Step-by-step — every step has both Web UI and REST API tabs. Pick your lane.
7. Worked example — a real Task definition + Rego policy you can copy-paste.
8. What good looks like — sample chat transcript or task-run output.
9. Variations — 2–3 ways to bend the recipe to your context.
10. Troubleshooting — most common failure modes with fixes.
11. Next steps — where to go for more depth.

Patterns these recipes share

Three patterns appear across all recipes — worth understanding once:

• Triggers, not polling. Webhooks (GitHub, Grafana, HubSpot, CVE feeds) and crons (Tasks) drive everything. Agentcy doesn't poll your tools.
• The agent uses the catalog, not a hard-coded tool list. Every recipe relies on the agent calling search_connector_tools to discover the right tool for the moment. See Agent Loop.
• Memory + suppression for high-frequency alerts. Recipes that fire often (Data Ops, SRE, FinOps) use Memory to track what's already been alerted on so the channel doesn't get noisy.

Coming soon

Recipes we're working on, buildable on the same primitives:

Domain	Sketch	Description
Sales ops	Lead enrichment	Inbound lead → enrich (Clearbit / People) → score → route to AE in Slack
Marketing	Campaign perf	Watch funnel anomalies → pull copy from brand-voice docs → suggest revisions
Recruiting	Hire-loop nominator	New PR author detected → enrich career graph → suggest team to nominate
Finance	Month-end close	Pull Stripe + ledger + AR aging → draft narrative → flag exceptions
CIAB	Cursor / Codex packaging	Sandbox image with Cursor or Codex CLI baked in (today: only Claude Code)
Protocol	Inbound MCP server	Expose Agentcy itself as an MCP server so external agents can call us back

If you want one of these, open an issue or write the first draft and PR it.

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