About

I am building toward AI-native Developer Relations: public writing, proof surfaces, developer tools, and education that make agentic work easier to trust.

Before this, I spent ten years as a British Army Warrant Officer. Standards, instruction, operational delivery, and people leadership still shape how I think about software.

brAInwav is the public record of that transition: the articles, receipts, experiments, and caveats that show the work while it is being built.

Fun Facts

Updated July 2026

British Army

10 years

Ten years of standards, instruction, logistics, and people leadership still shape how I work.

AI workflows

Current

I spend a lot of time testing where agents help, where they drift, and how humans keep hold of the work.

CLI projects

Small tools

I like tiny developer tools that are easy to explain, easy to run, and honest about their limits.

Receipts over hype

Taste

The work I trust most shows its reasoning, its evidence, and the boundary of what it can claim.

Skills

AI-native DevRel

Explaining agent workflows, trust surfaces, evals, and developer education without hiding the verification burden.

Proof-led writing

Turning drafts, commands, screenshots, caveats, and validation receipts into public-safe articles and notes.

Developer workflow design

Designing small tools, docs, and examples that help developers move from curiosity to repeatable use.

Instruction and standards

Using a military instruction background to make complex technical work executable and inspectable.

All Capabilities

  • AI DevRel
  • Proof Writing
  • Agent Workflows
  • CLI Tools
  • Developer Education
  • Validation
  • Technical Writing
  • Instruction

Work history

  • brAInwav

    Current2026 - Present
    Personal siteAI-native DevRel portfolio

    Building the public home for AI-native DevRel writing, proof notes, and small developer-facing demos.

  • Codex workflows

    Agent workCurrent
    Workflow designValidation loops

    Shaping repeatable loops for agent tasks, review, validation, and evidence-aware closeout.

  • rsearch and wsearch

    Candidate portfolio units
    CLI toolsTutorial path

    Tightening small developer tools into documented examples with command receipts and tutorial paths.

  • British Army

    10 years
    Warrant OfficerInstruction and standardsOperational delivery

    Standards, training, operational delivery, logistics, management, and leadership under pressure.

On the web

  • Now
    Public code and proof notes
    github.com/jscraik
  • Now
    Professional profile
    linkedin.com/in/jscraik
  • Now
    Short-form build notes
    @jscraik
  • Open
    Direct contact
    jscraik@brainwav.io