Matthew Mullins
@mmullins.coginiti.co
đ€ 3997
đ„ 530
đ 1777
technologist, philosopher, and outdoors enthusiast CTO@COGINITI
reposted by
Matthew Mullins
about 6 hours ago
We just joined the Open Semantic Interchange, an open source initiative to create a vendor-neutral standard for semantic metadata. Every tool defines metrics in its own format. OSI fixes that with one shared spec. This is what semantic intelligence needs to scale: open standards, not walled gardens.
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Coginiti Joins Snowflake & Industry Leaders to Advance Data & AI Interoperability Through the Open Semantic Interchange
Coginiti brings practitioner-led semantic modeling, governed metrics, and AI-ready data foundations to the Open Semantic Interchange initiative
https://www.einpresswire.com/article/904086928/coginiti-joins-snowflake-industry-leaders-to-advance-data-ai-interoperability-through-the-open-semantic-interchange
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This was a nice CTO to CTO chat I did with Dave Mariani of AtScale on the evolution and importance of semantic layers in the world of generative AI
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Semantic Layers, OSI & AI: Why Context Beats Data Access
YouTube video by AtScale
https://youtu.be/Vlrjie1xXAs?si=Ta5HltxAJceKwqRf
4 days ago
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reposted by
Matthew Mullins
Elizabeth Garrett Christensen
13 days ago
There are now 100% open source Postgres training materials.
www.github.com/Snowflake-La...
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GitHub - Snowflake-Labs/postgres-full-day-training: Comprehensive PostgreSQL training with hand's on exercises.
Comprehensive PostgreSQL training with hand's on exercises. - Snowflake-Labs/postgres-full-day-training
https://www.github.com/Snowflake-Labs/postgres-full-day-training
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The NEW Designing Data-Intensive Applications dropped on my desk this morning and at 600+ pages it landed with a thud! If you work in data, this book definitely belongs on your shelf. It's undoubtedly one of the most, if not the most, important and relevant data systems book you could read.
13 days ago
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Excited for
@allthingsai.bsky.social
starting tomorrow! Last year was packed out and this year looks to be even bigger! Be sure to drop by the Coginiti booth to say hi and learn a bit about the semantic intelligence platform.
#AllThingsAI
#AllThingsAILive
16 days ago
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Grateful for the chance to speak at the Charlotte SUG this week! The talk opened with a simple observation: we've been telling data and analytics executives to get their data ready for AI for over a decade. Long before LLMs were a household term, the data readiness gap was already the bottleneck.
18 days ago
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The joy of being on an important call with another executive, then hearing the toilet flush through the speaker.
22 days ago
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Just got my soon to be 12yo the gift of a lifetime, quite literally, a lifetime North Carolina inland and coastal fishing license.
27 days ago
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reposted by
Matthew Mullins
Early voting for the NC Primary opens Feb. 12. If you're in Wake Co remember these names... US Senate:
@roycoopernc.bsky.social
US House:
@paulbarringer.com
NC Court of Appeals: Christine Marie Walczyk Wake Co DA: Sherita Walton Wake Co Commissioner: Mona Singh &
@christinekushner.bsky.social
3 months ago
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reposted by
Matthew Mullins
Roy Cooper
about 1 month ago
North Carolina, it's time to use your voice and your vote. Polls are open from 6:30am - 7:30pm. Check your polling place at
iwillvote.com
! As your Senator, I will fight to make life more affordable for hardworking North Carolinians. I hope I can count on your support.
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reposted by
Matthew Mullins
Moira Donegan
about 1 month ago
Why do I have to pretend that I'm going to print something in order to save it as a PDF. Why do I have to engage in a little ruse.
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Unexpected work of being a startup CTO, the volume of contracts and agreements you'll have to review and redline. Almost, almost, wish I'd gone to law school at this point.
about 1 month ago
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Great episode on Arrow Database Connectivity with
@joereis.bsky.social
and
@ian.columnar.tech
of
@columnar.tech
Give it a listen because ADBC is the standard we needed yesterday
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From ODBC to ADBC: Modernizing the Data Stack for AI and Analytics w/ Ian Cook
YouTube video by Joe Reis
https://youtu.be/j75BIlqzhUk?si=VcsJKkUD-mCQkn_c
about 2 months ago
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We just shipped a verified Coginiti node for n8n. That means you can orchestrate Coginiti catalog assets and run SQL/CoginitiScript inside n8n workflows, right alongside the systems teams actually live in like Jira, Slack, and Snowflake.
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Announcing the Coginiti node for n8n
he Coginiti node for n8n makes it easy to orchestrate governed analytics workflowsârun scripts and blocks, automate notifications, and keep work standardized.
https://www.coginiti.co/blog/coginiti-n8n-integration/
about 2 months ago
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I continue to be unimpressed with the open semantic interchange (OSI) so I send messages into the void.
#databs
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How Not to Run an Open Standards Initiative
A clear-eyed look at how open standards fail: vendor capture, weak governance, and specs without institutions to support real interoperability.
https://open.substack.com/pub/fieldnotesondata/p/how-not-to-run-an-open-standards?r=1q3h4m&utm_medium=ios&shareImageVariant=overlay
about 2 months ago
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Hey
#databs
help me out with some data collection. We've got a little survey going and I'd like to fill it up with feedback from folks that aren't already customers. Takes 5min and I'll pay you back in gratitude and like all your posts.
www.surveymonkey.com/r/FSVBR9Z
2 months ago
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reposted by
Matthew Mullins
Jeff VanderMeer
2 months ago
Men should read Absolution apparently. Men men men men men. Whatever.
www.insidehook.com/books/read-r...
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What to Read Right Now, According to Cool Men
We talked to journalists, authors and editors about books men should read
https://www.insidehook.com/books/read-right-now-according-cool-men-feb-2026
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reposted by
Matthew Mullins
Dare Obasanjo
2 months ago
Anthropic to developers: Claude Code makes you more productive when building SaaS apps. Anthropic to businesses: Our AI agents make SaaS apps obsolete.
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Lot of chatter about AI ready data and how the shape of data might be changing. It's not, but your data management skills need to be on steroids.
#databs
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AI-Ready Data Is Still Analytics-Ready Data
AI-ready data isnât newâitâs analytics-ready data done right. Learn why clean models, semantics, context, and SQL pipelines matter for AI systems.
https://www.coginiti.co/blog/ai-ready-data-is-still-analytics-ready-data/
2 months ago
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Say it loud⊠âAI coding agents can produce syntactically correct code. However, they donât produce useful layers of abstraction nor meaningful modularization. They donât value conciseness or improving organization in a large code base. We have automated coding, but not software engineering.â
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Breaking the Spell of Vibe Coding â fast.ai
Sinister variations on the positive state of flow
https://www.fast.ai/posts/2026-01-28-dark-flow/
2 months ago
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I said this at the beginning of the year. Bring The Receipts! I want real numbers, not vibez
add a skeleton here at some point
2 months ago
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Where did these people think they were working? Theyâve got a 20yr history of leaning into some of the governmentâs worst programs and their CEO is a cheerleader for the present administration.
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Palantir Defends Work With ICE to Staff Following Killing of Alex Pretti
âIn my opinion ICE are the bad guys. I am not proud that the company I enjoy so much working for is part of this,â one worker wrote on Slack.
https://www.wired.com/story/palantir-ice-dhs-alex-pretti-killing-workers-slack-minneapolis/
2 months ago
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Join us for the Apache Iceberg Community Meetup, North Carolina on February 12th from 6-9:30pm. Excited to see the announcement of a new catalog of catalogs for Apache Iceberg and a history of catalogs with
@zeroshade.columnar.tech
!
luma.com/ffv30jod
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Apache Iceberg⹠Meetup North Carolina · Luma
J oin us on February 12th (Thursday) from 6:00-9:30 PM Connect with fellow enthusiasts, share insights, and dive into the latest developments in the ApacheâŠ
https://luma.com/ffv30jod
2 months ago
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Headed to Austin for a couple of days of mgmt meetings and the great Data Day Texas conference! Looking forward to connecting with data folks irl, but first I have to compress 4hrs of slides into a digestible 30min talk.
#DDTX2026
3 months ago
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reposted by
Matthew Mullins
Melissa Ryan
3 months ago
We fought the British over this same shit.
add a skeleton here at some point
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Early voting for the NC Primary opens Feb. 12. If you're in Wake Co remember these names... US Senate:
@roycoopernc.bsky.social
US House:
@paulbarringer.com
NC Court of Appeals: Christine Marie Walczyk Wake Co DA: Sherita Walton Wake Co Commissioner: Mona Singh &
@christinekushner.bsky.social
3 months ago
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reposted by
Matthew Mullins
Ryanne Dolan
3 months ago
It's never been easier to write software, and it's never been harder to get anyone to use it.
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Clickhouse raised a $400m round D, bringing their private funding in the $1.15B range. Thatâs pretty close to where SNOW was pre-IPO, though it looks paltry next to DBRX. They've also added a Postgres service, further cementing Postgres as the transactional system for builders (and agent builders).
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ClickHouse raises $400M Series D led by Dragoneer to accelerate expansion across analytics and AI infrastructure
ClickHouse acquires Langfuse to enter LLM observability and introduces a native Postgres service to unify transactional and analytical workloads
https://clickhouse.com/blog/clickhouse-raises-400-million-series-d-acquires-langfuse-launches-postgres
3 months ago
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Today I interviewed a candidate for a sales role who had faked most or all of his LinkedIn profile. Not just exaggerations, but manufactured roles. Named dropped connections I'd be in no position to easily confirm (Satya Nadella). Oddly this isn't the first time and it's always been sales people.
3 months ago
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Looking to be a speaker this year, there are a bunch of great conferences with looking for speakers, but the window is closing this week. AI (Data) Council
aicouncil.com/apply-to-speak
Snowflake Summit
www.snowflake.com/en/summit/ca...
Iceberg Summit
sessionize.com/iceberg-summ...
3 months ago
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There are lots of tools for data quality floating around out there, but you could be leveraging your existing data platform rather than some third-party compute platform to run those tests. Here is a guide for moving your Great Expectations tests to native SQL:
docs.coginiti.co/reference/gr...
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Coginiti Actions Reference | Coginiti Documentation
Complete reference for Coginiti Actions configuration syntax and options.
https://docs.coginiti.co/reference/coginiti-actions-reference/
3 months ago
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Such a long, long time to be gone⊠and a short time to be here. RIP Bob Weir
3 months ago
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Tyler Childers long violent history never felt more appropriate
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Tyler Childers - Long Violent History (Official Audio)
YouTube video by TylerChildersVEVO
https://youtu.be/2_I3Rp1CQak?si=AVMT7ztN2QUdlZ5p
3 months ago
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In software engineering we have blue-green deployments, but in data it's write-audit-publish, or if you've got real data quality problems, audit-write-audit-publish. Both patterns can be implemented as data testing strategies using CoginitiScript.
docs.coginiti.co/tutorials/wa...
3 months ago
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In 2025, too many congratulated themselves on AI progress using the wrong measures. Lines of code added. Pull requests opened. Teams saying they âfeel faster.â Those are activity metrics that we long considered junk. They are easy to inflate, easy to celebrate, and largely meaningless.
3 months ago
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Post a perfect album from the 90s that isn't Nirvana, Soundgarden, Pearl Jam, or Alice in Chains
add a skeleton here at some point
3 months ago
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reposted by
Matthew Mullins
Kristina Ć ekrst
3 months ago
#philosophy
#philsky
#philosophysky
#cogsci
#academia
#science
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This is going to do wonders for LoC metrics!
add a skeleton here at some point
3 months ago
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MVP programs are elite marketing. Get customers to do your product marketing for free, reward them with status, make them reapply yearly, call it âcommunity.â Microsoft perfected it. Snowflake and Databricks are just running the modern remix.
#databs
4 months ago
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These empirical results appear to confirm much of the argument in David Epstein's book "Range Why Generalists Triumph". Strongly recommended for parents.
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Most Top-Achieving Adults Werenât Elite Specialists in Childhood, New Study Finds
An analysis of elite performers, from Olympic athletes to Nobel laureates, found that those who donât specialize too soon go farther.
https://www.wsj.com/science/elite-high-performance-adults-children-sports-study-ae8d6bed
4 months ago
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Tuesday Coginiti announced a strategic partnership with Expanso focused on secure end-to-end data management. Weâre enabling customers to filter and cleans data at the source, then integrate, model, and serve trusted data products.
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4 months ago
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reposted by
Matthew Mullins
Expanso
4 months ago
News: We are proud to announce a new partnership between Expanso and Coginiti, which is designed to help organizations with distributed data. If you believe "there's got to be a better way to handle our global organization's data," we can confidently say THERE IS. đ
exso.cloud/expanso-cogi...
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LinkedIn
This link will take you to a page thatâs not on LinkedIn
https://lnkd.in/gNrQFheS
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When my family and colleagues ask why I put effort into hosting our local low-key data happy hour. Thatâs 713 people we helped connect this year. Hundreds or stories about individual and organizational data struggles and wins. And yeah, hundreds of product discovery discussions too.
4 months ago
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I for one blame Palantir
4 months ago
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All these people out here looking for an audience. Iâd be happy with a nice collection of interlocutors.
4 months ago
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Saw that Spark (Databricks) wants to put measures into SQL, which is great. I first saw a similar proposal from
@julianhyde.bsky.social
a few years ago.
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Spark Wants to Bring Measures Into SQL
Yesterday I came across a new proposal moving through the Spark community to make measures a first-class citizen in SQL.
https://open.substack.com/pub/msmullins/p/spark-wants-to-bring-measures-into?r=1q3h4m&utm_campaign=post&utm_medium=web&showWelcomeOnShare=true
4 months ago
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Pretty cool, my friend Paul Hletko's FEW Spirits named to the bourbon hall of fame! I remember when he offered us free pizza to help with bottling in the little distillery just off Chicago Ave, back when micro distilling was still novel.
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Beverage Testing Institute Announces Its Bourbon Hall Of Fame
From barrel-proof bruisers to elegant wheated sippers, these BevTest Hall of Fame bourbons prove theyâre the worldâs best year after year on the medal stand.
https://www.forbes.com/sites/joemicallef/2025/12/06/beverage-testing-institute-announces-its-bourbon-hall-of-fame/
4 months ago
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It was rumored a couple of months ago that Confluent was in talks to get acquired. With properties like Redhat I guess IBM makes sense as an acquirer, and there are worse acquirers out there.
add a skeleton here at some point
4 months ago
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Went to buy a gift from Hooké, which is based in Canada, and hit with a 50% tariff (tax). Mildly infuriating
4 months ago
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My wife has an inner 5yo for whom there can never be too many lights on the Christmas tree.
4 months ago
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