Workflows
Apr 14, 2026·6 min
5 workflows every small business should automate first
Where to start, what to measure, and how to avoid the most common AI automation mistakes.
Resources
Field notes on AI, cloud, and small business operations.
Practical writing from the Devlithic team and our community of operators.
AWS Cloud
Mar 28, 2026·9 min
Deploying Bedrock-powered agents to your own AWS account
A walkthrough of the IAM, VPC, and KMS configuration we recommend for production.
Small Business
Mar 11, 2026·5 min
From spreadsheets to autonomous agents: a 30-day playbook
Operators share how they replaced manual processes with self-running workflows.
AI Agents
Feb 22, 2026·8 min
Designing AI agents that don't hallucinate in production
Grounding, evaluation, and the guardrails we build into every Devlithic agent.
AWS Cloud
Feb 04, 2026·7 min
Cost-aware orchestration with Step Functions
How to design AI workflows that stay cheap as they scale across thousands of executions.
AI Agents
Jan 19, 2026·4 min
What every founder gets wrong about chatbots
Conversational AI works — when you stop treating it like a search box.