Question 1

How is the 10d Academy curriculum structured?

Accepted Answer

The curriculum is built on an Agent-Centric 3x3 Matrix structured around three engineering pillars: CORE (LLM reasoning & control loops), ACTION (MCP servers, tool calling & web actuators), and KNOWLEDGE (vector search, hybrid RAG & stateful Durable Objects) across Foundations (Free), Practitioner (Pro), and Mastery (Max) tiers.

Question 2

What is the Model Context Protocol (MCP) and why is it taught here?

Accepted Answer

MCP is the open standard for connecting AI models to external tools, databases, and local systems. In Action Practitioner, engineers learn to build, secure, and deploy custom TypeScript and Python MCP servers for Claude, Cursor, and enterprise host applications.

Question 3

How do 10d Academy pricing tiers work (Free, Pro, Max)?

Accepted Answer

Foundations tracks (Free tier) are open to all allowlisted developers with no credit card required. Practitioner ($3,000/seat) and Mastery ($5,000/seat) cohort seats include full access to production templates, LangSmith trajectory evals, LangGraph multi-agent swarms, and 100% fee-credit backing.

Question 4

How does the 100% Fee-Credit Guarantee work?

Accepted Answer

Every dollar spent on paid 10d Academy cohort seats ($3.0k–$5.0k) is credited 100% toward future custom agent delivery or done-for-you consulting with 10d engineers within 12 months. Your education investment directly offsets future custom development.

Question 5

What deliverables do PMs, Leaders, and Engineers receive?

Accepted Answer

PMs receive certified AI specification templates, Pydantic guardrail rubrics, and LangSmith evaluation frameworks. Engineers receive production LangGraph & MCP repositories, Cloudflare Durable Objects state templates, and the Certified 10d Agent Engineer Credential.

Question 6

How does the waitlist and allowlist enrollment work?

Accepted Answer

To ensure high-quality cohort support, 10d Academy operates an allowlist mechanism. Developers request access with their email, and allowlisted users receive an instant OTP code to access the platform. Non-allowlisted users are queued for upcoming cohort openings.

Question 7

How long does each 30-day track take per day?

Accepted Answer

Each track is structured for 15–20 minutes of daily hands-on building — combining interactive dialogue explanations, in-browser code execution, and quantitative evaluation rubrics across a 30-day blueprint.

Question 8

How does 10d Academy differ from generic prompt engineering courses?

Accepted Answer

Generic courses teach static prompt wrappers. 10d Academy builds production agent engineering capabilities — teaching developers how to design ReAct loops, build MCP tool servers, implement BM25 + dense hybrid RAG, and deploy stateful multi-agent swarms.

Build AI-Native Workforce Capabilities.

The Paradigm Shift

Interactive Lessons.
Read it, run it, same window.

Myth: AI Auditing Is an Unverifiable Black Box | Fact: 10d Delivers Deterministic Audit Trails

Myth: Edge Auditing Sacrifices Security | Fact: 10d Operates Local-First AST Guardrails

Myth: LLM Audit Engines Always Hallucinate | Fact: 10d Guarantees 100% Schema-Enforced Reliability

Build AI-Native Workforce Capabilities.

The Paradigm Shift

Interactive Lessons.
Read it, run it, same window.

Myth: AI Auditing Is an Unverifiable Black Box | Fact: 10d Delivers Deterministic Audit Trails

Myth: Edge Auditing Sacrifices Security | Fact: 10d Operates Local-First AST Guardrails

Myth: LLM Audit Engines Always Hallucinate | Fact: 10d Guarantees 100% Schema-Enforced Reliability

Build AI-Native Workforce Capabilities.

The Paradigm Shift

Interactive Lessons.Read it, run it, same window.

Myth: AI Auditing Is an Unverifiable Black Box | Fact: 10d Delivers Deterministic Audit Trails

Myth: Edge Auditing Sacrifices Security | Fact: 10d Operates Local-First AST Guardrails

Myth: LLM Audit Engines Always Hallucinate | Fact: 10d Guarantees 100% Schema-Enforced Reliability

Build AI-Native Workforce Capabilities.

The Paradigm Shift

Interactive Lessons.Read it, run it, same window.

Myth: AI Auditing Is an Unverifiable Black Box | Fact: 10d Delivers Deterministic Audit Trails

Myth: Edge Auditing Sacrifices Security | Fact: 10d Operates Local-First AST Guardrails

Myth: LLM Audit Engines Always Hallucinate | Fact: 10d Guarantees 100% Schema-Enforced Reliability

Interactive Lessons.
Read it, run it, same window.

Interactive Lessons.
Read it, run it, same window.