Agent memory needs more than vector search
Vector search is great, but it only goes so far. I benchmarked several ways to improve relevance with surprising results.
Read the full articleA weekly publication from Allen Helton
Thoughts, patterns, and lessons from building real cloud and AI systems
Writing, talks, and curated picks on cloud-native systems and practical AI, shared weekly.
Weekly content and curated picks. Already subscribed? You're in the right place.
Things worth reading
See allBuild your own (or not)
It's getting increasingly easier to build something yourself instead of buying it. But there's a few things you need to look out for before you do.
Read issueYou’re still the bottleneck
The tech industry went from tokenmaxxing to agentmaxxing, which is arguably worse. Here's why.
Read the full articleRethink everything you know about AI
We had some fantastic success stories showing us how people are excelling in all aspects of the AI-led tech industry we've found ourselves in.
Read issuePayment is authorization
Agents shouldn't need an account for every utility API. With x402, payment can become authorization and pricing can become route metadata.
Read the full article