Sajad Ghawami
Architecture and development at the intersection of fullstack, cloud and data platforms - for insurers, banks, industry and the public sector. Focused since 2023 on production AI systems in regulated environments, today on mechanical and plant engineering: making technical documentation, service reports and drawing archives answerable.
Everything Sajad has written.
AI in after-sales: the practical guide for machine builders.
Where AI works in machinery service: first-time fix rate, spare parts, documentation, remote resolution - with figures, limits and 2026/27 deadlines.
Outlook for AI agents over Microsoft Graph.
Our MCP server brings Outlook into MCP clients - email, calendar, folders and rules over the Microsoft Graph API, with OAuth and an MIT licence.
76 accounting tools as an MCP server.
sevdesk integration for AI agents - contacts, invoices, receipts, orders, bank accounts. Written entirely in TypeScript, under an MIT licence.
An MCP server for MOCO, released as open source.
MOCO's time and project management as an MCP connection for AI agents - projects, activities, invoices, master data. Under an MIT licence.
A new site. And a new beginning.
codestra has been around since 2017 - and a great deal has shifted since. The new site is the consequence of that, and the start of a blog.