I tested Jev on test-coverage and memory-relevance checks. The measurement I care about is whether better evidence reaches the agent in time to improve its decision. The results change how I'd build them moving forward. jeremydaly.com/stop-asking-...
Jeremy Daly
Jeremy Daly
@jeremydaly.com
AWS Serverless Hero, Cloud & AI consultant, and founder @getampt.com. I build, blog, speak, and publish OffByNone.io.
1.8K followers224 following320 posts
I've been experimenting with Typesafe AI's Jev to add fast decision steps to agent memory. It's certainly not perfect yet, but the use cases keep growing in my head! I wrote up an example with a notebook you can run: blogs.oracle.com/developers/u...
Jeremy Daly reposted
I ignore most AI hype. But when Mark Zuckerberg uses "superintelligence" to sell Meta's spending spree as a humanitarian project, it's worth paying attention. medium.com/@jeremydaly/...
I ignore most AI hype. But when Mark Zuckerberg uses "superintelligence" to sell Meta's spending spree as a humanitarian project, it's worth paying attention. medium.com/@jeremydaly/...
I can see arguments for both sides, but it's pretty clear that everyone wants to sunset the biannual clock-switching. Either permanent daylight savings time or permanent standard time is fine with me. www.nytimes.com/2026/07/14/u...
Data API Client v2.4 is out, and it now has a Prisma adapter for the Amazon RDS Data API! That rounds out the set. Prisma, Drizzle, Kysely, and Knex all work with Aurora Provisioned and Serverless v2, Postgres and MySQL. jeremydaly.com/data-api-cli...
Hey, hey! Look at me dropping some AI Agent Memory Systems knowledge on the Oracle Developers channel. 🤖 www.youtube.com/watch?v=lQLH...
Knex.js now runs on the @awscloud.bsky.social Aurora Serverless Data API. data-api-client v2.3.0 adds a Knex compat layer for Postgres and MySQL. Point it at your cluster and write queries like normal: transactions, joins, CTEs, upserts. Drizzle and Kysely work too. github.com/jeremydaly/d...
I've been collaborating with the @oracledatabase.bsky.social Developer Relations team on a series of articles and demos exploring stateful AI architectures.
My first post on the Oracle Developer Blog was published yesterday and explores the evolution from RAG to memory systems, along with practical implementation patterns and a companion demo. blogs.oracle.com/developers/f...
Check out the new @getampt.com CLI! ⚡️
New in Ampt CLI v1.2.0: `ampt reset` clears your sandbox data, storage, and cached modules. Clean environment in seconds. Preview envs get the same treatment with `share --reset` (keeps the URL). Also shipped: `params` management and `whoami` from the CLI. getampt.com/blog/faster-...
Issue #365 of Off-by-none is out! In this issue, Claude Platform sets up shop on AWS, ElastiCache learns to do full-text and hybrid search, and @getampt.com rolls out Node.js 24 as the default runtime. #offbynone offbynone.io/issues/365/
Jeremy Daly reposted
Ampt now supports Node.js 24 as the default runtime, bringing Web Streams, URLPattern, iterator helpers, and a pile of features that used to require an npm package. getampt.com/blog/nodejs2...
Issue #362 of Off-by-none is out! In this issue, Claude gets a major upgrade, AWS makes AI costs more visible, and Cloudflare goes all-in on agents. #offbynone offbynone.io/issues/362/
I love all these patterns that are emerging with AI agents. claude.com/blog/the-adv...
Issue #360 of Off-by-none is out! In this issue, Claude leaks its secrets, AWS locks down S3, and Cloudflare makes a run at WordPress. #offbynone offbynone.io/issues/360/
Who could've guessed that people would eventually grow tired of a timeline full of AI slop? 🤷♂️ www.nytimes.com/2026/03/24/t...
Issue #358 of Off-by-none is out! In this issue, AWS gives agents real-time streaming and shell access, MCP might be dead, and the distance between idea and deployment shrinks while quality becomes optional. #offbynone offbynone.io/issues/358/
This is wild. Stay safe out there. snyk.io/articles/poi...
Issue #357 of Off-by-none is out! In this issue, S3 turns 20, AWS makes agents more stateful and observable, and Claude expands to a 1M token context window. #offbynone offbynone.io/issues/357/
AI doesn’t just disrupt markets. It compresses them. I wrote an essay that explores what happens when friction disappears, lock-in becomes temporal, and the only remaining constraint is human judgment. The convergence problem is real. And it’s closer than we think. medium.com/@jeremydaly/...
Issue #356 of Off-by-none is out! In this issue, AWS helps your AI agents go rogue, Anthropic puts the AI code review market on notice, and GPT-5.4 arrives just in time for that Department of War contract. #offbynone offbynone.io/issues/356/
If you're not using `--json-schema` with your Claude agents, you don't know what living is. platform.claude.com/docs/en/agen...
Data API Client v2.1.4 🚀 github.com/jeremydaly/d...
This isn’t meant to be canon. It’s a distillation of the patterns I’ve seen actually hold up in production. Here is the guide: jeremydaly.com/context-engi... If you’re building in this space, I’d genuinely love your feedback.
When I wasn’t working on those systems, I was consulting with other teams, collaborating with peers building agent platforms, and running my own experiments to pressure-test orchestration models, retrieval architectures, evaluation harnesses, and model upgrades under similarly real-world conditions.
In AI systems, cost is driven by non-deterministic intent, not infrastructure. Context is the new economic control surface. medium.com/@jeremydaly/...
The more I use serverless, the less I think about it. The recent announcements around re:Invent finally made it clear why that’s the whole point. jeremydaly.com/post-serverl...
What did you do with the newspaper insert Werner Vogels gave us at his final @awscloud.bsky.social re:Invent keynote? #renaissancedeveloper
This is game changing and finally provides a graduation path for companies that start serverless! The pricing is surprisingly reasonable as well. Great work by the Lambda team. 🙌 aws.amazon.com/blogs/aws/in...
Issue #345 of Off-by-none is out! In this issue, @anthropicai.bsky.social drops Opus 4.5, @awscloud.bsky.social unloads a tsunami of pre:Invent announcements, and CloudFront quietly rolls out one of the most disruptive pricing changes in years. #offbynone offbynone.io/issues/345/
I thought App Runner was on life support, then suddenly @awscloud.bsky.social publishes an architecture blog post that heavily features it? Either someone missed a memo, or there's still hope for this (actually pretty handy) container service. aws.amazon.com/blogs/archit...