Home / Agent Cookbook
Open-source · Production-tested · MIT licensed

Recipes for shipping real agents.

Copy-paste patterns for the agents we ship in production — ServiceNow Now Assist, Salesforce Agentforce, Workday Illuminate, LangGraph, MCP. Code, prompts, evals, gotchas. No theory.

Browse recipes
5
Recipes published
Production-tested patterns. Each ships with code, prompts, eval suites, and known gotchas.
MIT
Licensed
Use commercially. Modify freely. Attribution appreciated, not required.
3
Platforms covered
ServiceNow, Salesforce, Workday — plus framework-level recipes for LangGraph and MCP.
~weekly
New recipes
Pulled from real client engagements. If we're shipping it, it ends up here within a sprint.
01Production-tested recipes

Five patterns. Steal them.

Each recipe is a complete, runnable repo: source code, prompts, eval suite, deployment guide, and a "what we tried that didn't work" section.

RECIPE 01 · SERVICENOW

ITSM auto-triage with Now Assist

Classify incoming incidents by category, urgency, and routing assignment using Now Assist + AI Agent Studio. Includes a 200-row golden-set eval and the cost-per-classification benchmark.

~120 LOC · 14 PROMPTSNOW ASSIST
RECIPE 02 · SALESFORCE

Agentforce + Atlas multi-step service flow

Build an Agentforce topic that handles a 4-step service workflow against a Service Cloud org, grounded in Data Cloud. Atlas reasoning, deflection metrics, and the "when not to deflect" playbook.

~80 LOC · 9 PROMPTSAGENTFORCE
RECIPE 03 · WORKDAY

Workday Illuminate: leave-exception agent

Field-tested pattern for handling leave/payroll exceptions through Illuminate. The conversation-design rules, the approval escalation paths, and the audit trail your compliance team will actually accept.

~60 LOC · 11 PROMPTSILLUMINATE
RECIPE 04 · LANGGRAPH

Multi-agent retrieval with LangGraph + MCP

Reference architecture for a multi-agent system using LangGraph orchestration over MCP-exposed tools. Includes the eval harness, the cost-tracking middleware, and the LangSmith integration.

~280 LOC · 4 AGENTSLANGGRAPH · MCP
RECIPE 05 · EVAL & OPS

The five-test eval suite for production agents

The eval suite we ship with every agent: golden-set accuracy, drift detection, cost ceiling, latency budget, escape-hatch coverage. Wired into CI for ServiceNow and Salesforce tenants.

~150 LOC · 5 TESTSOPS
02 / How to use the cookbook

Three ways to steal these patterns.

01 · CLONE

Run them locally.

Every recipe is a standalone repo. Clone, set your tenant credentials, run the smoke test, and you've got a working agent in 10 minutes.

LICENSEMIT
02 · ADAPT

Re-skin for your domain.

The prompts and eval cases are templated — swap your data, your taxonomy, your golden-set, and you've got a domain-specific agent in an afternoon.

EFFORT~1 DAY
03 · SHIP

Deploy to your tenant.

Each recipe ships with a tenant-deployment guide for ServiceNow / Salesforce / Workday. Or hire our COE to do it with you — same code, more hands.

COE8-WK PILOT
03Coming next

Four recipes in the oven.

Subscribe below to get them the day they ship. We add roughly one recipe per sprint.

SF
Marketing Cloud journey orchestration with Agentforce
Salesforce · Q3 2026

Build an Agentforce-orchestrated multi-step Journey Builder flow with personalization grounded in Data Cloud. Includes the segmentation eval and the lift-measurement harness.

SHIPPING~JUL 2026
SN
HRSD onboarding agent with Now Assist
ServiceNow · Q3 2026

End-to-end onboarding flow — equipment, accounts, day-1 readiness, manager intros — orchestrated through Now Assist. The conversation-design playbook and the SLA harness.

SHIPPING~JUL 2026
MC
MCP server for internal knowledge bases
MCP · Q3 2026

A reference MCP server pattern that exposes Confluence + Notion + a private GitHub org as a single agent-grounding source. Auth, rate-limiting, and access-control patterns included.

SHIPPING~AUG 2026
EV
Cost & latency budgets for production agents
Eval & ops · Q4 2026

How we set per-tenant cost ceilings and per-agent latency budgets, and the alerting that fires the moment a drift breaks them. Includes the dashboard JSON and the alerting rules.

SHIPPING~OCT 2026

One email per recipe. That's it.

The moment a new recipe ships, you get a link to the repo, a 90-second video walkthrough, and the gotchas section. Unsubscribe in one click.

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