Phase 1
Understand the real problem
I start by understanding who this is for and what actually needs to be solved.
Senior Fullstack Developer · Broker AS
Robin Sjøvoll Senior fullstack developer with AI as a key contributor in daily work.
Phase 2
Build with AI and structure
I use AI every day, but always with clear architecture, testing, and ownership.
Phase 3
Ship and keep improving
I release early, collect feedback, and keep improving what matters most.
I am Robin, a senior fullstack developer at Broker AS. I also build products through my own companies when I get the time. AI is a real part of how I work now, from planning and coding to testing and iteration. Outside work I am a husband, father of two, and often out walking with our labrador.
Current focus
Shipping production features faster, with fewer surprisesOperating mode
Senior fullstack at Broker AS, founder on evenings and weekendsWriting archive
5 posts kept from my full writing journeyGold Nuggets
Principles, products, and lessons I keep coming back to
How I Work
AI Is Part Of My Workflow
AI helps me think, code, test, and review faster. I still own the decisions and the quality bar.
Craft
Fast, But Clean
I care about clear naming, good structure, and tests that protect us while moving fast.
Built
Medisindagboka
Medisindagboka gives you complete oversight of your medicines so you take them correctly and on time.
Built
Lovly AI
I created Lovly AI, an AI product that helps people navigate legal topics in Norway with faster, simpler answers.
Built
Medisininfo
Medisininfo is built for healthcare personnel so they can find specific, relevant medicine answers while on the job.
Mindset
Small Details Matter
Most product quality comes from many small decisions made with care, one after another.
Career Timeline
The work, companies, and long-term bets I am building over time
Today
Senior Fullstack Developer
Broker AS
At Broker AS I work across frontend and backend, with focus on reliable delivery and solid engineering workflows.
Hands-on architectureAngular + TypeScriptDelivery leadership
Ongoing
Founder / Builder
Medisindagboka AS
In Medisindagboka AS I build products that solve concrete medicine-related problems for real users.
Product ownershipHealthcare utilityPractical UX
Ongoing
Founder / Builder
Sjøvoll Technologies
Through Sjøvoll Technologies I build AI products like Lovly AI with a practical, no-hype approach.
AI productsRapid prototypingExecution
In setup
Founder
ARK Tech AS
ARK Tech AS is my next lane for future ideas. It is early, but intentionally set up for what comes next.
Future betsNew venturesR&D lane
AI Lab
Examples of how I use AI in my actual engineering workflow
Current simulation
Scope to Sprint
How I structure a rough idea before implementation starts.
Clarified the core user problem and constraints Created milestone plan with dependencies Defined acceptance criteria for each step Added rollout and rollback checklist
My Agentic + AI-Native Approach
AI-Native Planning
I plan features with AI from day zero, not as an afterthought, so scope and architecture evolve together.
Agentic Execution Loops
I run short agent loops for implementation, validation, and rollback prep, then review every decision manually.
Human-Owned Quality
AI moves faster than any team, but I keep ownership over correctness, product judgment, and production safety.
Product Showcase
Products I have built and continue to improve
Founder / Product Builder
Medisindagboka
Medisindagboka gives people full oversight of their medications so they can take them correctly and on the right schedule.
It keeps medication routines safe and consistent, especially when life gets busy.
TypeScriptProduct designFrontend + backendAI-assisted delivery
Founder / AI Product Builder
Lovly AI
I built Lovly AI as an AI product for legal topics in Norway, focused on helping people get clear answers faster.
It helps people get quick, trustworthy legal answers without digging through dense law texts.
AI workflowsPrompt systemsUXRapid iteration
Product Builder
Medisininfo
Medisininfo is a healthcare-focused knowledge tool that surfaces precise medicine details for professionals at work.
It keeps medicine information quick to reach and trusted when people need it on shift.
Content systemsSearch UXFrontendDomain clarity
Now
What I am focused on right now
Now Building
Right now I am building AI-supported workflows that reduce friction from idea to production.
- Delivery automation
- Product experiments
- Workflow simplification
Now Learning
I am actively improving architecture decisions, testing depth, and practical AI usage in real teams.
- Agentic dev loops
- Testing depth
- System design under pressure
Open To
I am open to conversations about product ideas, technical leadership, and practical AI implementation.
- Collaboration
- Speaking
- New ventures
Inside Robin
How I work in tech and what keeps me grounded outside work
How I Build
I care about stable architecture, clean frontend implementation, and backend decisions that still hold up months later. I like moving fast, but never by cutting quality.
TypeScriptAngularAstroNode.NETNXPlaywright + VitestArchitectureProduct deliveryAI in daily developmentDeveloper experienceShipping fast, without cutting quality
My AI View
For me, AI is not a gimmick. It is part of my daily workflow and helps with analysis, implementation, and testing. I use it every day, but with clear guardrails.
- Scope refinement before coding
- Implementation pairing and review loops
- Test generation and bug isolation
- Safer rollouts with explicit fallback plans
Outside Work
Family is my base. I am married, have two small children, and a labrador. I recharge with padel, football, hiking, and side projects when I get quiet focus time.
PadelFootball / soccerHikingDog lifeFamily first2 childrenMarriedLabrador walks
Personality Easter Eggs
Three mini-games inspired by life outside coding
Padel Reflex
Time your swing when the ball passes the sweet spot and stack combos.
Mode: Reaction timing
Hike Ascent
Climb to summit by balancing route risk, stamina, and changing weather.
Mode: Tactical climbing
Labrador Catch
Move the labrador and catch falling treats before they hit the ground.
Mode: Arcade catch
Writing Archive
All my previous blog posts, kept and searchable here
Jan 26, 2025
Vitest in Angular with NX
Vitest for unit and component testing in Angular using NX
TestingVitestNXangular
Jan 15, 2025
NX Generators
Using NX generators to enforce architectural patterns
NXangulararchitecture
Feb 13, 2023
MiniProfiler
How to setup and use MiniProfiler with Angular and .NET 6 and EntityFramework Core
miniprofilerangular.NETperformance
Jan 13, 2023
Obsidian integration
How to integrate Obsidian vault with SPA
astroobsidian
Jan 8, 2023
Blog created!
Initial blog post about setting up my blog using Astro and Netlify
astroblogginglearning in public
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