11 min read
Agentic Context Engineering (ACE): How AI Agents Learn From Experience
Agentic Context Engineering turns an AI agent’s context into an evolving playbook. Learn how ACE uses generation, reflection, curation, and increme...
MBAKAYOKO
Senior Full-Stack Developer | AI Engineer | Freelance Consultant
I design and ship reliable AI, cloud, and full-stack platforms for ambitious teams. 10+ years turning complex systems into products that scale.
- AI Systems
- Cloud Platforms
- Product Engineering
What I Do
AI Agents
Building and deploying production AI agents and multi-agent systems. Exploring agentic architectures for real-world automation.
Cloud Architecture
Designing scalable cloud-native applications on GCP and AWS. Migrating infrastructure, optimizing performance, and ensuring high availability.
Full-Stack Engineering
Crafting modern applications with TypeScript, Node.js, NestJS, Angular, React, and Svelte. 10+ years shipping products at scale.
Latest Posts
12 min read
Loop Engineering: The Practical Guide to Designing AI Agent Workflows
Loop engineering is the discipline of designing the feedback cycles that make AI agents reliable: context, tools, checks, memory, retries, budgets,...
9 min read
Reverse Proxy, Load Balancer, and API Gateway: What They Do and When to Use Them
A practical guide to the benefits of reverse proxies, load balancers, and API gateways, with clear rules for when and how to use each one.