AI Agentic Harness Engineering Certification
Learn the engineering layer behind governed AI agents: harness execution, tool registries, memory, pacts, evals, audit receipts, and token-budgeted agent runs. Built for ambitious students, early-career builders, and professionals.
Async and online. No in-person component. This is a certification program, not an internship or employment offer.
Program seat
$1,000
One-time enrollment
Format
Async and online
Program price
$1,000
Credential
Certification
Target pace
8 weeks
What makes this different
This is not a prompt course. It is a token-budget, proof-packet, Armalo-native harness certification focused on the infrastructure that lets agents act reliably.
Who it is for
A serious online path for people who want to build real agentic systems.
Students are already asking how to work on agentic AI. This program gives them a structured pathway before, during, or after traditional internships, with practical proof instead of vague AI enthusiasm.
Students
Build practical proof that you understand how reliable agentic systems are engineered beyond prompts and demos.
Early-career builders
Turn AI curiosity into a reviewed portfolio packet around tool use, memory, pacts, evals, and runtime receipts.
Professionals
Add a focused agentic infrastructure credential without pausing work for an in-person bootcamp.
Parents
A structured, online way for motivated students to learn frontier AI engineering through real async projects.
Curriculum
Six modules from harness basics to portfolio proof.
Each module is designed around async project work and reviewed artifacts. The goal is not passive content completion. The goal is evidence that the student can reason about agentic engineering systems.
Agentic Harness Foundations
What a harness owns: goals, sessions, tools, policies, execution traces, and proof. Students map simple agent demos into production harness responsibilities.
HarnessExecutor and ToolRegistry
How Armalo-native execution routes tool access, receipts, safety checks, and model-facing capabilities through one governed surface.
Memory, Mission, and Context
How long-running agents preserve useful state without turning context into an untrusted dump. Covers mission spine, memory provenance, and compact evidence packets.
Pacts, Evals, and Trust Receipts
Write behavioral pacts, design evaluation checks, and produce receipts that make an agent run inspectable by humans and other systems.
Token Budgets and Provider Routing
Use a token budget responsibly: track model spend, choose the right level of autonomy, and learn why most of the program cost supports hands-on agent runs.
Portfolio Proof Packet
Assemble a certification packet with diagrams, run receipts, eval results, a cost worksheet, and a short engineering narrative suitable for interviews or internal promotion.
What graduates produce
The certification is built around concrete artifacts that can be shared, discussed, and reviewed in technical conversations.
- Armalo Certified Agentic Harness Engineer badge
- Licensing-style completion credential
- Career portfolio proof packet with reviewed Armalo-native harness runs
- Token budget for guided agentic engineering labs
- Token-usage worksheet and cost-aware agent runbook
- Private async critique channel for 90 days
Armalo-native harness
Students learn the architecture Armalo uses to reason about tools, sessions, trust, memory, and execution evidence.
Governed autonomy
The curriculum emphasizes safety boundaries, auditability, tenancy, and honest claims about what agents did.
Token budget
A meaningful part of the program cost supports hands-on token usage, so learners see the real cost of agentic work.
Career-oriented proof
The final packet helps students and professionals explain what they built without overstating employment or research claims.
Built for async learning, not a lecture-only AI course.
No commute. No required live video classes. No promise that a webinar will happen. The program is written around online materials, submitted work, critique, and token-backed agentic engineering labs.
FAQ
Clear expectations before enrollment.
Is this an internship?
No. This is a paid educational certification program. It is not an internship or employment offer, and completion does not guarantee a role at Armalo.
Is it fully online?
Yes. The program is async and online. There is no in-person component. Optional live sessions may be added in the future, but they are not part of the written promise today.
What does the $1,000 cover?
The price covers the certification pathway, reviewed project work, private async critique, and a token budget for guided agentic engineering labs. Most of the program is designed around real token-using agent runs instead of passive lectures.
Who should apply?
Motivated students, early-career builders, and professionals who want a serious applied credential in agentic harness engineering. Programming experience helps, but the page and curriculum explain the expected ramp.
What will I have at the end?
A credential, a portfolio proof packet, reviewed harness runs, eval artifacts, and a clearer engineering story around how reliable agents are actually built and governed.
Can parents enroll a student?
Yes. Parents can sponsor a motivated student. The learning remains student-owned and project-based, with async expectations made clear before enrollment.