The Complete Guide to AI Workflow Automation for SMBs
A practical guide to AI workflow automation for small and mid-sized businesses: use cases, ROI, implementation steps, risks, tools, and when custom software makes sense.
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Practical architecture decisions, tradeoffs, and operating lessons from software that has to survive business change.
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Production Checklist for AI-Built or AI-Assisted Software
A production readiness checklist for software built with AI assistance, covering architecture, tests, security, observability, data handling, and maintenance.
Candid Moments: Durable Media Processing and Moderation
How Candid Moments uses direct S3 uploads, durable PgBoss jobs, Rekognition, persisted state, and host controls to process event media safely.
How to Build a Safe AI Agent Around Business Data
A practical architecture for AI agents that can read business data, draft actions, and stay inside controlled permission boundaries.
Legacy Software Modernization in the AI Era
How AI changes the economics of legacy modernization, and why architecture, data ownership, and incremental migration still matter.