About LBAI
Built from firsthand experience.
We began using AI in our own engineering work in 2023. We started with concrete applications and problems, not a finished plan for today’s product. The direction of E2C grew out of what it took to build something useful, change it, and keep using it.
The problem stayed with us. Our approach evolved.
An application was only part of the work. We also had to prepare the tools and working environment, guide agent execution, and establish whether the result met the requirements. A successful run did not answer what would happen after the next change.
2023: practical beginnings
AI applied to concrete engineering problems.
Learning through the work
Applications, execution support, requirements, and checks considered together.
2026: the current direction
E2C with your own Codex, shaped by continued engineering practice.
What happened to the original requirements after several revisions? Did a local fix affect the rest of the system? When the evidence changed, which conclusions still applied? These questions made the work around an application increasingly important to our thinking.
As we built and tested, our understanding of agents, tools, and execution changed. We learned to look beyond the initial output: how the work is organized, how problems are handled, how results are checked, and what makes a system suitable for continued use.
That work, begun in 2023, continues in 2026. Today it informs E2C’s direction: a product that works with your own Codex to build, use, and improve systems around your professional methods. This describes complementary product roles, not an official partnership or endorsement.
We did not arrive at this direction all at once, and we do not assume today’s form is the last word. We will continue learning from real work as AI capabilities and user needs develop. The focus remains the same: helping professional knowledge become something people can use, assess, and improve. E2C remains in development.
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