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Blueprints

A blueprint is a folder of plain text: one graph file plus one card per node. DarkPrint draws the graph and checks the files; running them is done with your own tools. What a blueprint is

The shelf

16 of 16 blueprints

Start here: the five-node starter factory

Starter Software Factory
Aautogenstarter-software-factory

Starter Software Factory

The canonical five-node factory, plan, build, test, debug, release, and the one edge it deliberately does not have: nothing carries the acceptance criteria to the builder.

5 nodes · 5 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Jul 28, 2026
Budget Aware Router
Aautogenbudget-aware-router

Budget Aware Router

Two answering nodes that differ in exactly one field, a router that decides which one runs, and a critic that grades the route as well as the answer.

7 nodes · 8 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in implementation, testing and deployment. Nothing in it sits in planning and debugging.
Sep 11, 2026
Delegation Broker
Aautogendelegation-broker

Delegation Broker

Find an outside agent that can do the work, hand it over, and check what comes back as if it came from nowhere, because as far as this graph can tell it did.

7 nodes · 8 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in implementation, testing and deployment. Nothing in it sits in planning and debugging.
Sep 11, 2026
Guarded Assistant Line
Aautogenguarded-assistant-line

Guarded Assistant Line

Four checks in front of an assistant and one behind it, with every failed guard landing on the same person rather than on the customer.

7 nodes · 9 edges · a person acts at 1 node · Supervised
Phase coverage. This blueprint has nodes in implementation, testing and deployment. Nothing in it sits in planning and debugging.
Sep 11, 2026
Hypothesis Tournament
Aautogenhypothesis-tournament

Hypothesis Tournament

A generate, review and rank loop under a manager node, where the bar a hypothesis is judged against never reaches the nodes that write hypotheses.

11 nodes · 11 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Sep 11, 2026
Objective Tracker
Aautogenobjective-tracker

Objective Tracker

A person states the objective, a second person states how it will be measured, and the node doing the work is wired to the first and not the second.

8 nodes · 9 edges · a person acts at 3 nodes · Supervised
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Sep 11, 2026
Producer Critic Refinery
Aautogenproducer-critic-refinery

Producer Critic Refinery

A drafting line split in two: the node that writes the work never sees the rubric the work is graded against, and the node that holds the rubric never writes a word of it.

5 nodes · 5 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Sep 11, 2026
Pipeline Observability
Aautogenpipeline-observability

Pipeline Observability

Observability for a pipeline you already have: tracing on every watched step, metrics per step in one report, monitoring of that report against thresholds, and an alert when a step fails or runs long. To feed the tracer, a step has to emit one structured value per run, json or a table will do, plus its outcome signal when it has one; the gate's signal is the only thing that reaches the alert sender.

4 nodes · 4 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in testing and deployment. Nothing in it sits in planning, implementation and debugging.
Sep 7, 2026
Incident Commander
Aautogenincident-commander

Incident Commander

Triages alerts, routes to the right runbook, drafts a mitigation, QAs it against blast-radius rules, and escalates to on-call when risk is high.

7 nodes · 7 edges · a person acts at 1 node · Supervised
Phase coverage. This blueprint has nodes in implementation, testing and deployment. Nothing in it sits in planning and debugging.
Jul 18, 2026
Nightly Data Janitor
Aautogennightly-data-janitor

Nightly Data Janitor

An unattended overnight cleanup line: extract deltas, normalize, validate against schema, and publish, repairing dirty rows in place.

7 nodes · 7 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in implementation, testing, debugging and deployment. Nothing in it sits in planning.
Jul 14, 2026
Grounded Research Desk
Aautogengrounded-research-desk

Grounded Research Desk

Splits a question across web, vector and code search, synthesizes one answer, and loops back through a fact-checker until every claim is grounded.

8 nodes · 10 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Jul 12, 2026
Checkpoint & Resume Runner
Aautogencheckpoint-resume-runner

Checkpoint & Resume Runner

A staged pipeline that snapshots state after every stage, so a failure at stage 3 resumes from the last good checkpoint instead of restarting the whole job.

9 nodes · 10 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Jul 5, 2026
Frontline Triage
Aautogenfrontline-triage

Frontline Triage

Classifies inbound tickets, auto-resolves the simple ones with a KB lookup, QAs its own reply, and escalates only when confidence drops.

7 nodes · 7 edges · a person acts at 1 node · Supervised
Phase coverage. This blueprint has nodes in implementation, testing and deployment. Nothing in it sits in planning and debugging.
Jul 1, 2026
Adversarial Consensus Line
Aautogenadversarial-consensus-line

Adversarial Consensus Line

Two agents solve the same task from opposite temperatures, then a consensus node negotiates a single answer, re-opening the debate when they clash.

8 nodes · 9 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in planning, implementation, testing, debugging and deployment.
Jun 30, 2026
Schema Forge ETL
Aautogenschema-forge-etl

Schema Forge ETL

Extracts, normalizes and schema-validates messy documents, repairing anything that fails validation before it ever reaches the store.

7 nodes · 7 edges · nobody in the loop · Closed-loop
Phase coverage. This blueprint has nodes in implementation, testing, debugging and deployment. Nothing in it sits in planning.
Jun 28, 2026
Guarded Merge Bot
Aautogenguarded-merge-bot

Guarded Merge Bot

An agent line triages the PR and drafts the review, iterating with the test runner until the suite is green. A maintainer approves before the merge lands.

6 nodes · 6 edges · a person acts at 1 node · Supervised
Phase coverage. This blueprint has nodes in planning, implementation, testing and deployment. Nothing in it sits in debugging.
Jun 20, 2026