Matt
@mattzcarey.com
ex pro windsurfer 🇲🇹 🌊 AI engineer. I work on streamlining access to large data sources, agents and retrieval - other interests in mech interp and data efficient fine-tuning.
it’s been a while. Back to the land of blue :)
February 16, 2025 at 11:08 PM
it’s been a while. Back to the land of blue :)
Boss man did it!!
DO’s will be the agent infra for the future.
DO’s will be the agent infra for the future.
langgraph's multi agent example on a durable object
- uses ALS to "share" the DO instance with tools
- so it can make the "chart" call inside the server, but renders in the browser (yay websockets)
- also uses @mattzcarey.com new checkpointer
- the thing can run even when a browser isn't connected
- uses ALS to "share" the DO instance with tools
- so it can make the "chart" call inside the server, but renders in the browser (yay websockets)
- also uses @mattzcarey.com new checkpointer
- the thing can run even when a browser isn't connected
January 19, 2025 at 12:55 AM
Boss man did it!!
DO’s will be the agent infra for the future.
DO’s will be the agent infra for the future.
Super fun to speak at a packed ai engineer london. My talk was about how we eval agentic RAG with Langsmith
Thanks @robbiehudson.bsky.social and crew for having me and for organising a great event 🙏
Thanks @robbiehudson.bsky.social and crew for having me and for organising a great event 🙏
January 16, 2025 at 11:07 PM
Super fun to speak at a packed ai engineer london. My talk was about how we eval agentic RAG with Langsmith
Thanks @robbiehudson.bsky.social and crew for having me and for organising a great event 🙏
Thanks @robbiehudson.bsky.social and crew for having me and for organising a great event 🙏
in 2025:
- build a cursed programming language
- publish my RAG stuff as real research
- build more models with zml
- generate 100x more tokens
- build a cursed programming language
- publish my RAG stuff as real research
- build more models with zml
- generate 100x more tokens
learnt alot in 2024:
ML -> transformers, finetuning data mindset
AI -> search stuff, agent guardrails, evals
cloudflare dev -> awesome
modal labs -> containers in python
Data engineering -> DAGs, lineage, access control, etl at scale
Comp sci -> memory management, search algos, basics of zig
ML -> transformers, finetuning data mindset
AI -> search stuff, agent guardrails, evals
cloudflare dev -> awesome
modal labs -> containers in python
Data engineering -> DAGs, lineage, access control, etl at scale
Comp sci -> memory management, search algos, basics of zig
January 16, 2025 at 11:01 AM
in 2025:
- build a cursed programming language
- publish my RAG stuff as real research
- build more models with zml
- generate 100x more tokens
- build a cursed programming language
- publish my RAG stuff as real research
- build more models with zml
- generate 100x more tokens
learnt alot in 2024:
ML -> transformers, finetuning data mindset
AI -> search stuff, agent guardrails, evals
cloudflare dev -> awesome
modal labs -> containers in python
Data engineering -> DAGs, lineage, access control, etl at scale
Comp sci -> memory management, search algos, basics of zig
ML -> transformers, finetuning data mindset
AI -> search stuff, agent guardrails, evals
cloudflare dev -> awesome
modal labs -> containers in python
Data engineering -> DAGs, lineage, access control, etl at scale
Comp sci -> memory management, search algos, basics of zig
January 16, 2025 at 11:00 AM
learnt alot in 2024:
ML -> transformers, finetuning data mindset
AI -> search stuff, agent guardrails, evals
cloudflare dev -> awesome
modal labs -> containers in python
Data engineering -> DAGs, lineage, access control, etl at scale
Comp sci -> memory management, search algos, basics of zig
ML -> transformers, finetuning data mindset
AI -> search stuff, agent guardrails, evals
cloudflare dev -> awesome
modal labs -> containers in python
Data engineering -> DAGs, lineage, access control, etl at scale
Comp sci -> memory management, search algos, basics of zig
We have been building something for a while at StackOne with no idea what it should be called.
Google just told us.
We are building an extension
an extension for the whole HR tech ecosystem.
Google just told us.
We are building an extension
an extension for the whole HR tech ecosystem.
January 13, 2025 at 12:23 PM
We have been building something for a while at StackOne with no idea what it should be called.
Google just told us.
We are building an extension
an extension for the whole HR tech ecosystem.
Google just told us.
We are building an extension
an extension for the whole HR tech ecosystem.
remote work hack
take lunch after a long meeting and go do some exercise.
come back with a clear head, knowing what to do. Nobody cares what time you take lunch anyway.
take lunch after a long meeting and go do some exercise.
come back with a clear head, knowing what to do. Nobody cares what time you take lunch anyway.
January 13, 2025 at 12:22 PM
remote work hack
take lunch after a long meeting and go do some exercise.
come back with a clear head, knowing what to do. Nobody cares what time you take lunch anyway.
take lunch after a long meeting and go do some exercise.
come back with a clear head, knowing what to do. Nobody cares what time you take lunch anyway.
i've been building a thing 🦓
the api is coming together.
the model compiled by zml
I think this leans well on zml pros.
One model, many backends, zero code change.
the api is coming together.
the model compiled by zml
I think this leans well on zml pros.
One model, many backends, zero code change.
January 13, 2025 at 12:21 PM
i've been building a thing 🦓
the api is coming together.
the model compiled by zml
I think this leans well on zml pros.
One model, many backends, zero code change.
the api is coming together.
the model compiled by zml
I think this leans well on zml pros.
One model, many backends, zero code change.
January 8, 2025 at 9:14 AM
January 7, 2025 at 10:15 PM
Trying to define the AI Engineer role, I just explained it to a friend on 2d axis.
On the x axis we have designer to FE to BE to ML to Data Science
On the y axis we have cloud to hardware
AI engineer blob sits right in the middle.
wip but I think this is a nice way of thinking about it.
On the x axis we have designer to FE to BE to ML to Data Science
On the y axis we have cloud to hardware
AI engineer blob sits right in the middle.
wip but I think this is a nice way of thinking about it.
January 7, 2025 at 9:15 PM
Trying to define the AI Engineer role, I just explained it to a friend on 2d axis.
On the x axis we have designer to FE to BE to ML to Data Science
On the y axis we have cloud to hardware
AI engineer blob sits right in the middle.
wip but I think this is a nice way of thinking about it.
On the x axis we have designer to FE to BE to ML to Data Science
On the y axis we have cloud to hardware
AI engineer blob sits right in the middle.
wip but I think this is a nice way of thinking about it.
Streaming LLM tokens is a hype.
Give it a year and peeps will just use rapid models for quick answers and the slower models for more complex work
so much faff the last two years just for streamed tokens in chat. Horrible UX
Give it a year and peeps will just use rapid models for quick answers and the slower models for more complex work
so much faff the last two years just for streamed tokens in chat. Horrible UX
January 7, 2025 at 5:24 PM
Streaming LLM tokens is a hype.
Give it a year and peeps will just use rapid models for quick answers and the slower models for more complex work
so much faff the last two years just for streamed tokens in chat. Horrible UX
Give it a year and peeps will just use rapid models for quick answers and the slower models for more complex work
so much faff the last two years just for streamed tokens in chat. Horrible UX
London looking pretty this time of year
December 30, 2024 at 4:19 PM
London looking pretty this time of year
French have a word for being thrown from a window.
défenestrer
défenestrer
December 30, 2024 at 4:11 PM
French have a word for being thrown from a window.
défenestrer
défenestrer
EU ftw
It’s time for THE charger.
Today, the USB-C becomes officially the common standard for charging new mobile electronic devices in the EU.
It means better-charging technology, reduced e-waste, and less fuss to find the chargers you need!
#DigitalEU
Today, the USB-C becomes officially the common standard for charging new mobile electronic devices in the EU.
It means better-charging technology, reduced e-waste, and less fuss to find the chargers you need!
#DigitalEU
December 28, 2024 at 2:43 PM
EU ftw
made a lil website for my granny.
She needed some photo storage for her (soon to be an online) bookshop. Build her a nice little admin panel
and it has dark mode :)
She needed some photo storage for her (soon to be an online) bookshop. Build her a nice little admin panel
and it has dark mode :)
December 28, 2024 at 12:13 AM
made a lil website for my granny.
She needed some photo storage for her (soon to be an online) bookshop. Build her a nice little admin panel
and it has dark mode :)
She needed some photo storage for her (soon to be an online) bookshop. Build her a nice little admin panel
and it has dark mode :)
Good year. pushed pretty hard and got a lot better
December 27, 2024 at 6:36 PM
Good year. pushed pretty hard and got a lot better
Making this thing I have wanted for the last year :)
December 26, 2024 at 11:16 PM
Making this thing I have wanted for the last year :)
python is so broken but the fact that this is a thing.. js ecosystem is no better wtf
December 26, 2024 at 5:25 PM
python is so broken but the fact that this is a thing.. js ecosystem is no better wtf
2024
- moved in with my gf ❤️
- new job at StackOne working on LLMs 🤖
- started ADD with MC - 4 events, over 1k people registered
- won two hackathons with legends 🏆
- learnt to paraglide
- ran a decent half marathon (1:36)
Next year I wanna read more books, do some research and climb a few v6s
- moved in with my gf ❤️
- new job at StackOne working on LLMs 🤖
- started ADD with MC - 4 events, over 1k people registered
- won two hackathons with legends 🏆
- learnt to paraglide
- ran a decent half marathon (1:36)
Next year I wanna read more books, do some research and climb a few v6s
December 26, 2024 at 4:20 PM
2024
- moved in with my gf ❤️
- new job at StackOne working on LLMs 🤖
- started ADD with MC - 4 events, over 1k people registered
- won two hackathons with legends 🏆
- learnt to paraglide
- ran a decent half marathon (1:36)
Next year I wanna read more books, do some research and climb a few v6s
- moved in with my gf ❤️
- new job at StackOne working on LLMs 🤖
- started ADD with MC - 4 events, over 1k people registered
- won two hackathons with legends 🏆
- learnt to paraglide
- ran a decent half marathon (1:36)
Next year I wanna read more books, do some research and climb a few v6s
Repeat after me:
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
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more AI chat here
more AI chat here
December 25, 2024 at 4:43 PM
Repeat after me:
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
more AI chat here
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more AI chat here
more AI chat here
more AI chat here
more AI chat here
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