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Jeremy Daly

@jeremydaly.com
1.9K followers 224 following 320 posts

AWS Serverless Hero, Cloud & AI consultant, and founder @getampt.com. I build, blog, speak, and publish OffByNone.io.

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Jeremy Daly @jeremydaly.com · 1h
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-...
jeremydaly.com
Stop asking the reasoning model to decide everything - Jeremy Daly
Cheap judgments change what I'd automate. I tested TypeSafe's Jev to see which recurring agent decisions a System One model could take on.
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Jeremy Daly @jeremydaly.com · 24/09/2026
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...
blogs.oracle.com
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Jeremy Daly @jeremydaly.com · 13/08/2026
This is peak Mo Bitar. 😂 youtu.be/xWxFEZICuwU?...
youtu.be
Anthropic just proved AI isn't getting better
YouTube video by Mo Bitar
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Reposted by Jeremy Daly
Jeremy Daly @jeremydaly.com · 11/08/2026
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/...
medium.com
The Future is for Meta
Mark Zuckerberg says superintelligence is a few years away and Meta is going to hand it to all of us. Read the essay closely and it’s a…
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Jeremy Daly @jeremydaly.com · 11/08/2026
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/...
medium.com
The Future is for Meta
Mark Zuckerberg says superintelligence is a few years away and Meta is going to hand it to all of us. Read the essay closely and it’s a…
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Jeremy Daly @jeremydaly.com · 15/07/2026
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...
nytimes.com
House Votes for Permanent Daylight Saving Time
House Republicans and Democrats united in favor of a bill to eliminate semiannual clock-changing, but it faces an uncertain fate in the Senate.
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Jeremy Daly @jeremydaly.com · 30/06/2026
Let’s go!!!!!
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Jeremy Daly @jeremydaly.com · 25/06/2026
Agent frameworks are becoming the JavaScript frameworks of AI. New ones every week, endless abstractions, and they all promise to be the silver bullet.
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Jeremy Daly @jeremydaly.com · 16/06/2026
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...
jeremydaly.com
Data API Client v2.4: Prisma Support for the Amazon RDS Data API - Jeremy Daly
A new Prisma 7 adapter complements the existing Knex, Postgres, and MySQL compatibility layers for working with the RDS Data API on Provisioned and Serverless Aurora.
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Jeremy Daly @jeremydaly.com · 12/06/2026
Hey, hey! Look at me dropping some AI Agent Memory Systems knowledge on the Oracle Developers channel. 🤖 www.youtube.com/watch?v=lQLH...
youtube.com
From RAG to memory systems
YouTube video by Oracle Developers
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Jeremy Daly @jeremydaly.com · 09/06/2026
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...
github.com
Release v2.3.0 - Knex compatibility layer for MySQL and PostgreSQL · jeremydaly/data-api-client
New Features Knex compatibility layer for both MySQL and PostgreSQL. The new data-api-client/compat/knex subpath gives you createKnexMySQLClient() and createKnexPgClient(), which return a custom Kn...
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Jeremy Daly @jeremydaly.com · 05/06/2026
For the last couple of years, we've been focused on giving AI systems access to information through better models, larger context windows, and RAG. But memory is what separates systems that answer questions from systems that actually learn.
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Jeremy Daly @jeremydaly.com · 25/05/2026
Check out the new @getampt.com CLI! ⚡️
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Jeremy Daly @jeremydaly.com · 13/05/2026
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/
offbynone.io
Valkey 9 Unlocks Hybrid Search on ElastiCache 🔍 - Off-by-none
In this issue, Claude Platform sets up shop on AWS, ElastiCache learns to do full-text and hybrid search, and Ampt rolls out Node.js 24 as the default runtime.
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Reposted by Jeremy Daly
Ampt @getampt.com · 12/05/2026
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...
getampt.com
Introducing Node.js 24 Support - Ampt
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.
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Jeremy Daly @jeremydaly.com · 23/04/2026
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/
offbynone.io
Mo’ Models, Mo’ Problems ⚠️ - Off-by-none
In this issue, Claude gets a major upgrade, AWS makes AI costs more visible, and Cloudflare goes all-in on agents.
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Jeremy Daly @jeremydaly.com · 10/04/2026
I love all these patterns that are emerging with AI agents. claude.com/blog/the-adv...
claude.com
The advisor strategy: Give Sonnet an intelligence boost with Opus | Claude
Pair Opus as an advisor with Sonnet or Haiku as an executor, and get Opus-level intelligence in your agents at a fraction of the cost.
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Jeremy Daly @jeremydaly.com · 08/04/2026
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/
offbynone.io
Anthropic’s Wardrobe Malfunction 🫣 - Off-by-none
In this issue, Claude leaks its secrets, AWS locks down S3, and Cloudflare makes a run at WordPress.
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Jeremy Daly @jeremydaly.com · 08/04/2026
This is huge! aws.amazon.com/about-aws/wh...
aws.amazon.com
Announcing Amazon S3 Files, making S3 buckets accessible as file systems - AWS
Discover more about what's new at AWS with Announcing Amazon S3 Files, making S3 buckets accessible as file systems
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Jeremy Daly @jeremydaly.com · 27/03/2026
Who could've guessed that people would eventually grow tired of a timeline full of AI slop? 🤷‍♂️ www.nytimes.com/2026/03/24/t...
nytimes.com
OpenAI Is Shutting Down Sora, Its A.I. Video Generator
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Jeremy Daly @jeremydaly.com · 26/03/2026
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/
offbynone.io
The Cost of Going Faster 🚄 - Off-by-none
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.
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Jeremy Daly @jeremydaly.com · 25/03/2026
This is wild. Stay safe out there. snyk.io/articles/poi...
snyk.io
How a Poisoned Security Scanner Became the Key to Backdooring LiteLLM | Snyk
On March 24, 2026, threat actor known as TeamPCP published backdoored versions of the litellm Python package after stealing PyPI credentials via a compromised Trivy GitHub Action in LiteLLM's CI/CD pi...
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Jeremy Daly @jeremydaly.com · 20/03/2026
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/
offbynone.io
S3 Turns 20! 🥳 - Off-by-none
In this issue, S3 turns 20, AWS makes agents more stateful and observable, and Claude expands to a 1M token context window.
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Jeremy Daly @jeremydaly.com · 18/03/2026
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/...
medium.com
The Convergence Problem: Rethinking the 2028 Global Intelligence Crisis
AI makes automation trivial. Without productive imperfection, differentiation disappears.
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Jeremy Daly @jeremydaly.com · 17/03/2026
Interesting word choice, Claude. 🤖
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Jeremy Daly @jeremydaly.com · 11/03/2026
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/
offbynone.io
OpenClaw, Now with More Cloud! 🦞☁️ - Off-by-none
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.
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Jeremy Daly @jeremydaly.com · 10/03/2026
If you're not using `--json-schema` with your Claude agents, you don't know what living is. platform.claude.com/docs/en/agen...
platform.claude.com
Get structured output from agents
Return validated JSON from agent workflows using JSON Schema, Zod, or Pydantic. Get type-safe, structured data after multi-turn tool use.
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Jeremy Daly @jeremydaly.com · 07/03/2026
blog.katanaquant.com/p/your-llm-d...
blog.katanaquant.com
Your LLM Doesn't Write Correct Code. It Writes Plausible Code.
One of the simplest tests you can run on a database:
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Jeremy Daly @jeremydaly.com · 06/03/2026
I was debugging partial message streaming in the Claude Code CLI, so I asked it to write me a story about AI. I think Claude is super depressed, because this went dark really quickly. 🤖
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Jeremy Daly @jeremydaly.com · 02/03/2026
Data API Client v2.1.4 🚀 github.com/jeremydaly/d...
github.com
Release v2.1.4 - Batch RETURNING Fix and JSONB Parsing · jeremydaly/data-api-client
Bug Fixes Fix RETURNING clause in batch queries — batch queries with RETURNING now execute each parameter set individually via ExecuteStatementCommand instead of BatchExecuteStatementCommand, prev...
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Jeremy Daly @jeremydaly.com · 27/02/2026
Claude Code is praising itself now. 🤖
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Jeremy Daly @jeremydaly.com · 24/02/2026
It's amazing how much work you can get done when your schedule isn't booked solid with meetings. 🙂
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Jeremy Daly @jeremydaly.com · 22/02/2026
Since I found myself with a bit more free time lately 😉, I decided to sit down and write out everything I’ve learned about building multi-tenant, commercial AI agent systems. I thought it would be a long blog post. A few days later, the Google Doc was well over 100 pages.
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Jeremy Daly @jeremydaly.com · 10/02/2026
In AI systems, cost is driven by non-deterministic intent, not infrastructure. Context is the new economic control surface. medium.com/@jeremydaly/...
medium.com
Context Is Now a First-Class Architectural Concern
How AI Economics Are Shaped by Design, Not Infrastructure
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Jeremy Daly @jeremydaly.com · 26/12/2025
Um, @googlechrome.bsky.social split view is amazing.
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Jeremy Daly @jeremydaly.com · 17/12/2025
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...
jeremydaly.com
We’re Already Living in a Post-Serverless World - Jeremy Daly
This isn’t really about serverless. It’s about what happens when infrastructure stops asking humans to guess the future.
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Jeremy Daly @jeremydaly.com · 09/12/2025
What did you do with the newspaper insert Werner Vogels gave us at his final @awscloud.bsky.social re:Invent keynote? #renaissancedeveloper
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Jeremy Daly @jeremydaly.com · 01/12/2025
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...
aws.amazon.com
Introducing AWS Lambda Managed Instances: Serverless simplicity with EC2 flexibility | Amazon Web Services
Run Lambda functions on EC2 compute while maintaining serverless simplicity—enabling access to specialized hardware and cost optimizations through EC2 pricing models, with AWS handling all infrastruct...
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Jeremy Daly @jeremydaly.com · 28/11/2025
Too over the top for a #strangerthings watch party?
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Jeremy Daly @jeremydaly.com · 26/11/2025
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/
offbynone.io
Now that's the pre:Invent I was waiting for! 🚀 - Off-by-none
In this issue, Anthropic drops Opus 4.5, AWS unloads a tsunami of pre:Invent announcements, and CloudFront quietly rolls out one of the most disruptive pricing changes in years.
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Jeremy Daly @jeremydaly.com · 25/11/2025
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...
aws.amazon.com
Build priority-based message processing with Amazon MQ and AWS App Runner | Amazon Web Services
In this post, we show you how to build a priority-based message processing system using Amazon MQ for priority queuing, Amazon DynamoDB for data persistence, and AWS App Runner for serverless compute....
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Jeremy Daly @jeremydaly.com · 25/11/2025
Natural language is the new interface. It's reshaping how we design, structure, and secure information for AI to understand, retrieve, and act on. Check out my latest post on how this isn’t the end of information architecture -- it’s its renaissance. www.cloudzero.com/blog/ia-for-...
cloudzero.com
IA for AI: Rethinking How We Store, Surface, And Share Data In A Conversational World
A CloudZero founder discusses how we must evolve how we store and structure data for a world where AI talks, not clicks.
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Jeremy Daly @jeremydaly.com · 02/11/2025
v2.1.13 of the Data API Client is out! #opensourcesunday github.com/jeremydaly/d...
github.com
Release v2.1.3 - Lambda Bundling Fix and Dependency Updates · jeremydaly/data-api-client
Bug Fixes Fix Lambda bundling ENOENT error (4ab6582, a980b72, 0d04ab1) Replaced external pg-escape dependency with internal implementation Eliminates runtime file dependencies (reserved.txt) that...
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Jeremy Daly @jeremydaly.com · 23/10/2025
Vale from ChatGPT's Voice Mode is one of the best collaboration partners I've ever had. #morehumanthanhuman
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Jeremy Daly @jeremydaly.com · 13/10/2025
The first version of Data API Client made working with Aurora Serverless easier. V2 makes it magical! ✨ A complete TypeScript rewrite with ORM support, mysql2/pg compatibility, and intelligent parsing so your Aurora Serverless v2 database just works. jeremydaly.com/announcing-d...
jeremydaly.com
Announcing Data API Client v2 - Jeremy Daly
A complete TypeScript rewrite with drop-in ORM support, full mysql2/pg compatibility layers, and smarter parsing for Aurora Serverless v2's Data API.
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Jeremy Daly @jeremydaly.com · 11/10/2025
Data API Client v2.1.0 is here! And it's BIG! 🚀 ➡ New node-postgres (pg) & mysql2 compat layers ➡ Now works with Drizzle & Kysely ORMs ➡ Auto-retry for Aurora Serverless v2 scale to zero clusters ➡ Bug fixes Release notes: github.com/jeremydaly/d...
github.com
Release v2.1.0 - PostgreSQL/MySQL2 Compatibility & Automatic Retries · jeremydaly/data-api-client
What's New ORM Compatibility Layers Drop-in replacements for pg and mysql2 drivers enable seamless integration with Drizzle ORM, Kysely, Knex, and other popular ORMs. // PostgreSQL compatibility im...
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Jeremy Daly @jeremydaly.com · 10/10/2025
It's nice to know that Claude Code also bangs its head against the wall trying to figure out TypeScript types. So it's not just me.
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Jeremy Daly @jeremydaly.com · 10/10/2025
Been thinking about this for a while. AI isn’t just changing how we build products, it’s redefining what it means to be a product manager. The real challenge isn’t using AI. It’s grounding what we create in humanity. jeremydaly.com/intentionall...
jeremydaly.com
Intentionally Human: Product Managers in the AI Era - Jeremy Daly
I’ve spent my entire career building products, but in the age of AI, the challenge is finding a way to preserve our humanity while everything accelerates around us.
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Jeremy Daly @jeremydaly.com · 09/10/2025
Issue #339 of Off-by-none is out! In this issue, AWS launches its API MCP Server, Supabase passes GO and collects $100M, and the Data API Client v2.0 gives serverless Postgres and MySQL users fewer headaches. #offbynone offbynone.io/issues/339/
offbynone.io
Back in the Flow 🧠 - Off-by-none
In this issue, AWS launches its API MCP Server, Supabase passes GO and collects $100M, and the Data API Client v2.0 gives serverless Postgres and MySQL users fewer headaches.
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Jeremy Daly @jeremydaly.com · 09/10/2025
Another 5K in the books. #5kdays #noexcuses
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