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Blueprint Vault

Starter Pilot Pack

AI Coding Workflows

Verify-first harnesses for agentic IDEs—rules, tests, and human checkpoints before tool sprawl.

Starter Pilot Pack · BV-10

AI Coding Workflows

Verify-first harnesses for agentic IDEs—rules, tests, and human checkpoints before tool sprawl.

Engineers using coding agents daily

Who it's for

Engineers using coding agents daily

Best when

Agentic IDEs · MCP · CI verify gates

Outcome

Monday: run the verify-harness demo and inventory MCP connectors against your allowlist policy.

Pilot templates and reference implementations only—not production-authorized guardrails, certified controls, or legal/compliance sign-off.

Preview only — not yet available for purchase

INSTRUCTIONS.md

Start here — local pilot steps (Architecture Mapping Session link in purchase receipt email)

Engineer README

Local dry-run setup, env vars, and pilot verification checklist

Prompt & schema blueprint

Reference prompt templates and structured output contracts (not prod-tuned)

GCP + Vertex architecture

Reference diagram: reasoning tier, validator demo app, audit sink

Reference demo apps

Illustrative Python validators, JSON schemas, and eval harness examples

Reference Terraform

Optional IaC sketch for GCP — not prod-hardened

ROI cost calculator

Model-mix and volume inputs → monthly inference spend and deflection ROI

Disclaimer & license

Pilot-only scope — not production-authorized guardrails

Blueprint Lab

Verify-first harness — pre/post tool gates for agentic IDE workflows. Free when signed in.

Your pilot week

Your path this week

Monday: run the verify-harness demo and inventory MCP connectors against your allowlist policy.

Agentic IDEs propose tool calls; verify harnesses run rules and tests before writes land in production repos.

Local verify-harness dry-run on sample tool calls
Review MCP allowlist and CI gate templates
Baseline human correction rate before adding connectors
After purchase, use the Architecture Mapping Session link in your receipt email to schedule your review

Verify-first harness — pre/post tool gates for agentic IDE workflows. Free when signed in.

Inside this edition

01Executive snapshot
02Hero architecture
03Week-one checklist
04GCP reference

Executive snapshot

Operators shipping ai coding workflows need deterministic controls around probabilistic steps—validators, budgets, and audit logs before tools execute in production.

Pilot outcome: run the local dry-run demo, review prompt templates, and bring stack questions to your Architecture Mapping Session.

Constraint	Blueprint answer
Abuse / cost	Fail-closed Python gates with rule_id trace
Audit	Append-only decision log per request_id
Week one	Local eval harness + architecture diagram review

Hero architecture

Request → reasoning tier (structured plan)
       → validate_pre()  [FAIL CLOSED]
       → worker / tools
       → validate_post() [FAIL CLOSED]
       → human gate (tiered)
       → log
```…

Remaining chapters, Starter Pilot Pack download, and Blueprint Assistant unlock with purchase.

AI Coding Workflows

Verify-first harnesses for agentic IDEs—rules, tests, and human checkpoints before tool sprawl.

Engineers using coding agents daily

Who it's for

Engineers using coding agents daily

Best when

Agentic IDEs · MCP · CI verify gates

Outcome

Monday: run the verify-harness demo and inventory MCP connectors against your allowlist policy.

Pilot templates and reference implementations only—not production-authorized guardrails, certified controls, or legal/compliance sign-off.

Preview only — not yet available for purchase

Your path this week

Monday: run the verify-harness demo and inventory MCP connectors against your allowlist policy.

Agentic IDEs propose tool calls; verify harnesses run rules and tests before writes land in production repos.

Local verify-harness dry-run on sample tool calls

Review MCP allowlist and CI gate templates

Baseline human correction rate before adding connectors

After purchase, use the Architecture Mapping Session link in your receipt email to schedule your review

Executive snapshot

Operators shipping ai coding workflows need deterministic controls around probabilistic steps—validators, budgets, and audit logs before tools execute in production.

Pilot outcome: run the local dry-run demo, review prompt templates, and bring stack questions to your Architecture Mapping Session.

Constraint	Blueprint answer
Abuse / cost	Fail-closed Python gates with rule_id trace
Audit	Append-only decision log per request_id
Week one	Local eval harness + architecture diagram review