About

Senior Dev × AI — Dev with Bebz

Dev with Bebz is for people who want to see how AI, automation, and engineering should be used in real work — not just to look impressive in a demo.

Positioning

The focus is on building AI workflows, automation, internal tools, and infrastructure that real teams can actually use — whether that means connecting systems, cutting manual work, or moving an idea from prototype to production.

Senior Dev × AIAI Workflow DesignAutomation SystemsInfrastructure EngineeringInternal ToolsSecurity Mindset

What You Get Here

  • A senior-engineer view on where AI belongs in real workflows rather than as a gimmick.
  • Lessons from infrastructure, platform engineering, deployment, and automation that connect directly to production work.
  • Patterns for designing internal tools and API integrations that reduce repetitive team work.
  • System-level decision-making for when to use AI and when standard engineering is the cleaner answer.

How I Work With Teams

  • Start by understanding the actual pain points, current workflow, and real constraints of the team.
  • Choose tools and architecture to fit the work instead of forcing AI everywhere for novelty.
  • Focus on systems that can be shipped, maintained, and used to reduce manual work in measurable ways.
  • Every piece of work should connect back to production instead of stopping at a demo or tutorial.

Background & Experience

Behind Dev with Bebz is hands-on work across infrastructure, platform engineering, and software delivery: deployment, cloud, CI/CD, API integration, automation, and the reliability work that matters after release.

The most interesting space is where AI, automation, and engineering intersect, because that is where teams can move faster without lowering the bar for quality or long-term maintainability.

Work with me

If we work together, this is the likely path

This is for teams that need someone who can frame the system clearly and help move real work forward from planning to production readiness.

Phase 01

Discovery & System Framing

For teams that know the pain point but still need clarity on workflow shape, architecture direction, and implementation boundaries.

Phase 02

Build & Integration

For hands-on work involving API integration, automation, internal tools, and workflows where AI and standard engineering need to coexist cleanly.

Phase 03

Review & Hardening

For systems that already exist but need help with bottlenecks, delivery flow, maintainability, or production readiness.

Projects that are likely a good fit

  • ▹The team has a real operating context and wants to solve a systems problem, not just make generic AI content.
  • ▹You want someone who considers workflow, integration, deployment, and post-launch reliability together.
  • ▹You are willing to discuss trade-offs, scope, and delivery reality instead of chasing buzzwords.

Before you message

Information that makes the first conversation easier

  • 01What is the main problem?
  • 02Which systems or workflows are involved?
  • 03What outcome do you want?
  • 04What constraints matter: time, team, budget, or existing tools?

External

Watch deep dives on YouTube

Use YouTube as the upstream source for workflow breakdowns, implementation notes, and lessons from real engineering work.

External

Follow short-form updates on Facebook

Best for highlights, quick takes, and shorter updates pulled from recent work and articles.

Internal

Read articles and case studies

If you want the structured thinking, context, and trade-offs behind the work, start with the articles.