Faizullah ยท Blog https://faiz-ai.dev/blog Notes from production on LLM inference, agentic AI and infrastructure. en Sun, 27 Sep 2026 17:05:12 GMT Gigan: Turning Cloud Failures into Reproducible Evidence https://faiz-ai.dev/blog/gigan-cloud-failures-reproducible-evidence https://faiz-ai.dev/blog/gigan-cloud-failures-reproducible-evidence Wed, 05 Aug 2026 00:00:00 GMT Inside the architecture of a multi-agent runtime that recreates cloud failures in isolated Floci sandboxes and verifies each repair. Agentic AI DevOps AWS SRE Open Source The Salesforce Agent That Actually Works in Production https://blog.faiz-ai.dev/salesforce-agent https://faiz-ai.dev/blog/salesforce-agent Sun, 03 May 2026 00:00:00 GMT Converting natural language into SOQL looks simple in a demo and breaks in predictable ways in production. The system-level decisions that made it reliable. Agentic AI LLM Salesforce SOQL Architecture