g3ddy

Engineering Leadership in the AI Era

Growth • AI innovation • Product engineering

10+ companies
50+ projects
20+ years
Read Latest PostView Archive

Featured Article

Product StrategyArticle has under 2-min AI recap audio

Backflip: A Foundation for Building With AI

The real untapped potential in software isn't consumer apps - it's internal tools that never get built. Here's how AI-assisted development changes that equation.

2026-08-13
4 min read
Read Full Article →
A wide cinematic view of a modern office environment where holographic workflow diagrams and glowing data streams float between desks, symbolizing internal business automation and AI integration, shot in moody blue and purple lighting with a shallow depth of field, professional corporate aesthetic with futuristic elements

Latest Insights

A sleek, modern command line interface glowing with cyan and white text on a dark navy background, showing automated deployment logs and AI-assisted code generation in progress, soft blue ambient lighting, shallow depth of field with code text sharp in foreground, cinematic tech atmosphere, 16:9 wide composition with terminal occupying center-left two-thirds of frame
AI StrategyArticle has under 2-min AI recap audio
3 min read

The Bottleneck That No Longer Exists

Internal tooling backlogs used to wait on dev resources. With standardised foundations and AI agents, teams can build what they need without the queue.

2026-07-27Read →
A wide-angle photograph of a modern corporate boardroom with a large illuminated holographic AI neural network visualization hovering above a sleek conference table, ambient blue and purple lighting, professional atmosphere, shot from corner angle showing both the technology and empty chairs awaiting decision-makers, cinematic composition in 16:9 format
AI StrategyArticle has under 2-min AI recap audio
4 min read

Enough Games — Your Company Needs an AI Strategy

Four parallel tracks for building a real AI strategy: governance, training, fast-track PoCs with reusable infrastructure, and company-wide integration. Not a vague deck — a structured plan.

2026-05-25Read →
A split-screen artistic visualization in 16:9 format - left half: chaotic swirling data streams, oversized context windows, and overflowing token meters in warm orange and red tones suggesting waste, right half: clean organized data flows, precise targeted beams of light, and minimal efficient pathways in cool blue and green tones, modern tech illustration style with dramatic side lighting
AI StrategyArticle has under 2-min AI recap audio
4 min read

The AI Spending Blind Spot

Organizations are pouring money into AI tools while junior engineers rack up token bills nobody expected. The real problem isn't adoption anymore — it's efficiency.

2026-05-21Read →
More articles →
Geddy

About Me

Engineer solving problems. Engineering products. I'm Gediminas—Geddy for short—Senior Web Engineer / Lead with 20+ years of web engineering experience across 10+ companies and 50+ projects. After years as an independent contractor working in highly competitive environments since 2017, I transitioned into engineering leadership over a year ago. I write about this shift from IC to leadership, leveraging AI in product development, and building scalable architectures. My focus is on sharing practical insights from navigating this evolution while maintaining technical depth.

Follow on LinkedInGitHub