AI Adoption Lead · Gravity9The person behind Codehance
I lead AI adoption and engineering initiatives at Gravity9, backed by more than 15 years of building software across complex, real-world environments.
I built Codehance to share my journey through the three layers of AI: using AI, working with AI, and building AI. It’s an open notebook for anyone curious about how AI changes the way we think, work, and create.
Codehance is my personal project. The views and experiences shared here are my own and do not represent Gravity9 or its clients.
Fresh from the notebook
Ideas, patterns, and lessons drawn from real agentic systems and delivery work. Shared so you can apply them in your own context.
I understood building with AI more clearly when a trend-detection project stopped being an LLM problem and became a system-design problem involving embeddings, time, evaluation, incomplete data and human judgement.
Kingsley Ijomah
My first useful step into Building AI as a full-stack developer was not training a model. It was understanding what changes when software learns behaviour from data rather than following rules written by hand.
Kingsley Ijomah
Everybody asks what they should use AI for. Almost nobody asks what they should not, because nobody selling it is incentivised to answer. The work it is worst at, why you cannot feel the difference, and what must never go in at all.
Kingsley Ijomah
Your place at the table
You don’t need “AI” in your job title—or any particular job title. Bring the work you do and the questions you have.
Build a clear mental model of AI and find useful ways to bring it into your everyday work.
Move from autocomplete to agentic delivery without giving up engineering judgment.
Shape work that humans and agents can execute together, then introduce AI responsibly across teams.
Explore without needing an AI job title, a technical background, or all the answers.
Keep growing
No guru theatre. No fear of being behind. Just practical notes, honest experiments, and better ways to work with AI.
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