Diagnose · Build · Teach · Advise

What is actually stopping the work?

I help teams identify what is blocking progress. Then I build the system, strengthen the team, or shape the strategy needed to move forward.

Book a free discovery call See the outcomes
Daniel Petro smiling in a suit

Trusted by teams at

Selected field notes

Teaching, speaking, and building in public.

Selected workshops, talks, demonstrations, and conversations from the teams and communities I work with.

The method

Every engagement follows the same four steps, from identifying the problem to measuring the outcome.

  1. 01

    Symptom

    What is getting in the way, in your words?

  2. 02

    Constraint

    What is the real limiting factor underneath it?

  3. 03

    Choice

    Which response will move it: build, teach, or advise?

  4. 04

    Outcome

    What changes, and how will we know it worked?

Start here

Find the sentence that sounds like your team.

“We need this product or system built.” Software delivery “Our team cannot use AI with confidence.” Organization enablement “Our engineers need stronger patterns.” Engineering education “We are making a high-stakes product decision.” Product & technical direction
01

Build what is missing.

I design and ship the systems a team needs to move forward, from AI products to backend infrastructure and developer tooling.

HeyAgents HeyAgents chat interface showing a sample conversation between a person and Codex and Claude agents, alongside participant and session controls. selftune.dev selftune homepage showing skill-level observability for AI agents SessionBridge SessionBridge AI memory platform interface
02

Teach what must become repeatable.

I help teams develop stronger ways of working, not just receive artifacts they cannot maintain.

Daniel Petro working with a team

Two modes

Engineering patterns

Architecture, agent-ready backends, MCP, and practical AI development.

Organization enablement

Confidence, governance, and workflows that help teams adopt AI responsibly.

03

Advise where the decision matters.

Before the roadmap, the diagnosis. I cut through the noise to the constraint, then map the choices that change the outcome.

Most AI projects do not fail on the technology. They fail on the decision made three months earlier.
Scope

What to build, what to buy, and what to leave alone.

Sequence

Which problem must be solved first for the rest to become easy.

Readiness

Whether the team, data, and architecture can carry the plan.

04

Proof, not posture.

Measured results from products, platforms, and teams I have worked with.

6×

faster setup for connecting Xano to an n8n workflow, reduced from 30 minutes to 5.

0

additional hires needed as Penny's existing team rebuilt its retirement app in Flutter while continuing feature delivery.

Explore all project evidence

Start with the symptom. We will find the constraint.

A free 60-minute conversation. Bring the problem that is stuck and leave with a diagnosis and recommended next step, whether or not we work together.

Book a free discovery call

Ways to work together

Diagnostic sessionOne conversation and a recommended path.
WorkshopA focused working session that gives your team practical patterns, decisions, and next steps.
Embedded sprintBuild alongside the team until it ships.