Benjamin Clark
Independent software engineering consultant specializing in infrastructure, backend systems, and CI/CD. Founder of Sudoblark Ltd. Based in Manchester, working with organizations who need reliable engineering.
Authored 18 posts
Posts by Benjamin Clark
- Event-Driven Vision Inference with Bedrock, Pydantic, and Parquet – 17 March 2026
- Rebuilding the Bookshelf: Replacing the Manual Bedrock Chain with pydantic-ai – 21 March 2026
- From Copilot to Claude: Migrating My AI Coding Assistant – 25 March 2026
- Governing GitHub at Organisation Scale with Terraform – 26 March 2026
- Perceptrons – 28 July 2025
- Activation Functions – 05 August 2025
- Multi-layer Perceptrons and Backpropagation – 28 August 2025
- Setting up Terraform for AWS: what I got wrong, and how I fixed it – 26 July 2023
- Managing GitHub with Terraform (and GitHub!) – 07 August 2023
- Refactoring monsternames-api to use modern Terraform – 04 December 2024
- Recursion and Pagination – 24 July 2023
- The Python dictionary dispatch pattern – 25 March 2024
- Database interoperability in Python utilising the Repository Enterprise Pattern – 05 September 2025
- The dungeon crawler I never shipped, and the API I did – 25 July 2023
- Provisioning API Gateway from an OpenAPI spec and deploying SwaggerUI to S3 – 21 August 2023
- Terraform with Data Structures and Algorithms – 14 March 2025
- Strategies for CI/CD at scale – 27 March 2025
- The Three-Tier Terraform Data Pattern – 30 March 2026