Blog & resources
Field notes from the agent frontier
Engineering deep-dives, AWS optimization tips, and the state of the AI agent economy.
Engineering
Featured · Engineering
Deploying production AI agents on AWS Bedrock
A step-by-step guide to shipping Claude and Titan agents behind API Gateway with zero-downtime rollouts.
Jul 2, 2026·9 min read
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AI
RAG vs. Fine-tuning: choosing the right pattern in 2026
When to reach for retrieval augmentation, when to fine-tune Titan, and when to combine both.
Jun 24, 2026·12 min
AWS
Cost-optimizing AI workloads on Lambda
How we cut our marketplace's inference bill 62% with SnapStart, provisioned concurrency, and smarter batching.
Jun 11, 2026·7 min
Engineering
Observability patterns for autonomous agents
Tracing tool calls, cost per session, and hallucination rate with OpenTelemetry and CloudWatch.
May 29, 2026·10 min
Marketplace
How to monetize your first AI agent on Drevyn
Pricing tiers, revenue share, and what top publishers do differently.
May 14, 2026·6 min
AWS
AWS re:Invent 2026 recap: what shipped for GenAI
The Bedrock, SageMaker, and Nova updates that matter for agent builders.
Apr 30, 2026·8 min