From Text-to-SQL to Software Factories
Saad Ahmed, Lead AI Native Engineer at re:cinq, shares his experience with text-to-SQL, LLM evaluation, and building software factories.
The re:cinq Blog
How the grill-me skill interviews you about a plan, how it has changed since February 2026, and where it fits in client work.
JasperLead AI Native Engineer
Featured Blog
Human in the Loop Is Not a Design
What human in the loop leaves undefined, and what a person and an agent each have to send the other when control changes hands.
From the Interpreter to the Agent Fleet
Meet Felix, re:cinq’s new Senior Software Engineer: from IoT, drones and EU research to multi-agent systems and a software factory of his own.
Running AI Agents at Scale Beyond the Terminal
Coding agents work well in a terminal but break at scale. How we moved agent execution into Kubernetes, and how it compares to similar projects.
The AI Native Control Room
How to make hybrid delivery governable without watching every agent, and why current observability tools measure the wrong half of the work.
From Forecasting Models to Coding Agents
Meet Sufyaan, our new Lead AI Native Engineer, as he shares his background, his work with agentic AI and his first days with the re:cinq team.
From Platform Engineering to Software Factories and Agentic Organizations
Why 15 years of platform engineering point to software factories and the agentic organization, and why Accession1 and re:cinq now work together.
Reducing Coding-Agent Costs: Stop Paying a Model to Rename a Variable
How to reduce coding-agent costs by moving deterministic fixes out of the agent loop before optimizing models, prompts or caches.
From the Flight Deck to the Software Factory
Meet Jasper, re:cinq’s new Lead AI Native Engineer. From aviation to engineering leadership, and why AI agents are changing how software is delivered.
6 min
02 Nov 2026
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