Product tutorial
A task-led walkthrough for a CLI, API, SDK, agent, data tool, or evaluation workflow.
- Runnable path
- Prerequisites and safety
- Official-source links
AI · DATA · ROBOTICS · DEVELOPER TOOLS
Technical content that runs before it claims.
I reproduce the workflow, capture the exact command and boundary, then write the tutorial, evaluation note, or engineering case study. Async delivery only—no meetings required.
- 01Every command is checked against the shipped version or official documentation.
- 02Vendor claims are attributed; observed results are kept separate.
- 03Secrets, customer data, and unsupported performance claims stay out.
- 04You receive editable Markdown plus a verification log.
WHAT I CAN DELIVER
Small, verifiable assets your engineering audience can actually use.
Engineering case study
A credible story built around the real constraint, intervention, evidence, and boundary.
- Technical narrative
- Result interpretation
- No invented metrics
Evaluation note
A concise report comparing tools, model behavior, or workflows under explicit conditions.
- Test matrix
- Failure cases
- Decision-ready summary
RUNNABLE SAMPLE
Interactive autonomous-driving long-tail audit in marimo.
Filter the evidence, not just the headline
Slice 72 deterministic synthetic perception rows by model, weather, lighting, object class, and confidence. Metrics, chart, and failure queue update reactively in the browser.
- Pure-Python marimo notebook
- Browser-run WebAssembly export
- Explicit synthetic-data and safety boundaries
FIXED-SCOPE PRICING
Start with one useful artifact. Expand only after it works.
Technical accuracy audit
$99 fixed
Review one draft up to 1,500 words. Check commands, links, unsupported claims, and reader-blocking gaps.
- Annotated Markdown
- Claim and command log
- One revision pass
Reproduced tutorial
$299 fixed
One original tutorial up to 1,800 words, based on a bounded workflow I can reproduce locally.
- Runnable sample or fixture
- English or Chinese draft
- Verification notes
Content sprint
$699 fixed
Three coordinated assets around one product or engineering theme, delivered asynchronously.
- Three scoped drafts
- Shared fact ledger
- Consistent terminology
SELF-SERVICE OPTION
Prefer to run the review yourself?
Technical Content Verification Kit
9 USDC one-time
Editable Markdown and CSV templates for claim tracking, command verification, tutorial structure, and release review—with two filled examples.
ASYNC WORKFLOW
No discovery call. A written brief is enough.
Brief
Audience, product, desired action, approved sources, and confidentiality boundary.
Reproduce
I verify the smallest useful workflow and record exact versions and commands.
Draft
I write around observed behavior, official sources, and explicit limitations.
Deliver
You receive editable Markdown, assets, and the verification log.
BOUNDARIES
Good technical content is precise about what it did not prove.
Included
Public or client-approved material, local reproduction, source checking, diagrams made from non-confidential facts, and one agreed revision pass.
Not included
Fabricated benchmarks, copied customer material, fake user stories, academic ghostwriting, credential handling, or unreviewed production access.
Best fit
AI infrastructure, data engineering, robotics, evaluation, developer tooling, technical recruiting, and research-facing products.
Send a written brief, not a meeting invite.
Use the template to specify the audience, deliverable, approved sources, deadline, and anything that must remain private.