Adam Marcus
Adam Marcus
@marcua.net
Hummus, people, and data. Co-Founder & CTO of B12. Previously Locu, MIT CSAIL. He/him. https://marcua.net/ Queens is the future.
2.9K followers238 following264 posts
Adam Marcus reposted
If you run a paper reading group or a book club related to tech, I'd love to hear from you about your experience doing it. Trying to see what we can all learn from each other forms.gle/yiPzDProm7oY...
Adam Marcus reposted
Now indexing 215 internships at companies building software infrastructure. All internships are freely and fully searchable as a service to students. Zero reason you should not be sharing with your students, friends, kids. Let's get them hacking. theconsensus.dev/internships....
Adam Marcus reposted
ah damn, RIP Margaret Hamilton. she took safety-critical software engineering seriously, and got people to the moon and back. news.mit.edu/2026/margare...
Adam Marcus reposted
If you write online, consider a "how I write" AI disclosure. Or: How I (don't) use AI to write blog posts: blog.marcua.net/2026/09/27/a...
If you write online, consider a "how I write" AI disclosure. Or: How I (don't) use AI to write blog posts: blog.marcua.net/2026/09/27/a...
Adam Marcus reposted
This is an interesting post, and worth reading. I particularly like the aspects of code review that he identifies as not easily reduced to agent automatable functions www.adaptivecapacitylabs.com/2026/08/24/t...
Yes! “We should be spending some of our productivity gains on things that seem like slowing down: meetings, design reviews, conversations. These ways of maintaining alignment, sharing knowledge, and creating human connections are…more important than ever to creating good outcomes at scale.”
If you want a Sunday morning longread I wrote up a rough version of the talk I gave at LDX3 this week on the Manager's Path in the Age of AI skamille.medium.com/the-managers...
Adam Marcus reposted
Every team I've spoken with is struggling with whether and how to review AI-generated code. I wrote up the prototype-plan-stack pattern we've used at @b12.io to understand many thousand-line AI code contributions for the past few months, with an actual example: blog.marcua.net/2026/08/31/p...
Adam Marcus reposted
Microconferences: A modest proposal for alternative systems to generate, evaluate, and share knowledge.
Really nice blog post that struggles with the mentorship vs. production tension academia is facing. It’s the academic analog to the problem of mentoring junior engineers in the age of agents. I like the guidance for students to only use AI for a task once you know how to do that task yourself.
It's mostly written for faculty, but there are also bits in there for students. eytanadar.medium.com/ai-native-ph...
Adam Marcus reposted
Adam Marcus reposted
Via @jacobian.org "The Django Software Foundation is hiring an Executive Director! Main responsibilities: fundraising, managing staff and day-to-day operations, and generally helping the DSF mature. We’re looking for candidates with a history of nonprofit leadership....
Adam Marcus reposted
Adam Marcus reposted
In "Authorize, don't authenticate," I argue for the elimination of the login screen in applications that manage your personal data. You should be authorizing apps to access your data, not authenticating for the privilege of handing it over! blog.marcua.net/2026/07/31/a...
In "Authorize, don't authenticate," I argue for the elimination of the login screen in applications that manage your personal data. You should be authorizing apps to access your data, not authenticating for the privilege of handing it over! blog.marcua.net/2026/07/31/a...
Adam Marcus reposted
end of an era. the lesson one should not take from this is that human annotation/labeling is over, but the players have changed. scale, surge, companies that work at larger scale, have taken over.
AWS says Mechanical Turk will no longer accept new customers and that it is placing the crowdsourcing service in maintenance, signaling its future retirement (Simon Sharwood/The Register) Main Link | Techmeme Permalink
Adam Marcus reposted
I'm starting virtual office hours for anyone who is a new/soon-to-be professional in software engineering/product management/design. I'm excited to learn from and give my opinion on questions and experiences participants have in these interesting times for our field. blog.marcua.net/2026/06/25/o...
I'm starting virtual office hours for anyone who is a new/soon-to-be professional in software engineering/product management/design. I'm excited to learn from and give my opinion on questions and experiences participants have in these interesting times for our field. blog.marcua.net/2026/06/25/o...
Adam Marcus reposted
20 full coaching scholarships for leaders from underrepresented groups in technology
Really nice framing from @skamille.themanagerswrath.com : When using AI tools for communication, respect for your collaborators is the thing to optimize for.
Boring but functional post on something I think more leaders need to address: guidelines for respectful use of AI medium.com/@skamille/gu...
Adam Marcus reposted
Abstracts due today for Papers and Talks at ACM Collective Intelligence and HCOMP 2026. Hope you'll submit!
🚨 Today is the abstract deadline for the 2026 Collective Intelligence Conference! 🚨 If you've been thinking about submitting, now is the time. ⏳ 📌Abstracts are due TODAY 📌Full papers are due June 8. Join us! ➡️https://ci.acm.org/2026/submit.html #CI2026 #HCOMP26 #CI26 #HCOMP2026
Adam Marcus reposted
Whatever your transactional database is, help me understand your use of it. This survey is run by @theconsensusdev, independent of any database or vendor. Repost or pass along to industry peers for broader representation forms.gle/fqjQsezWsztx...
For designers to work outside a codebase, you have to keep wireframes and implementation in sync. To that end, I'm sharing Figmimic, a bookmarklet that copies any website or webapp into Figma in an editable state. Try it: marcua.net/minitools/fi... Blog post: blog.marcua.net/2026/05/05/f...
A fine use of CLAUDE.md: a coworker instructed their agent to use Ska bands as example constants in tests. If you're wondering, the examples are geographically spread across the US (not internationally) and the later waves of Ska. They will be on `main` soon.
Adam Marcus reposted
Donate $30 to an educational non-profit or open-source project and I'll credit you $30 toward The Consensus Standard subscription. I'm excited to support these organizations with you! theconsensus.dev/subscribe.html
Adam Marcus reposted
The team of JupyterCon 2023, PyData Paris 2024 & 2025 organizes a new conference named Compute! Paris 2026 on open source computation and data. The event will take place on November 25–26, 2026 at Sorbonne Université in Paris. CfP deadline: May 24, 2026: compute.events/paris2026/cf...
Adam Marcus reposted
I've been working on this over the last few months and in my opinion it is just beyond cool. Grammar of graphics for SQL users!
I am excited beyond description to lift the veil on what we have been working on in 2026: Please meet ggsql! A new extension of the SQL language for creating visualisations using the grammar of graphics. Read all about it in the blog post or visit the website at ggsql.org
Late last year, I gave a talk at Northeastern to students in a few software engineering classes about what's changing and what's staying the same for junior engineers in industry with the introduction of coding agents. Slides and notes here: blog.marcua.net/2026/04/08/a....
Adam Marcus reposted
I made a tiny tool for quickly sharing small datasets (< ~1000 rows) without uploading any data to a server. 🔗 ziptbl.com It compresses the data into the link itself, so there’s no account, hosting, or storage layer involved. Here's Florence Nightingale's famous 📊 data: ziptbl.com#d=eNpdlE-LGz...
Adam Marcus reposted
Are you a researcher in CS or a CS-adjacent field curious about how an AI agent can help you with your research project? Want to try a new tool for your research support in a paid user study ($100, 2 hr)? Limited spot numbers. See details and sign up here: forms.gle/JzLtkAhe7Ttv...
I've never built anything for a decade professionally, but here we are! blog.marcua.net/2026/03/12/b...
"...managers who treat AI as a productivity multiplier for their junior engineers are optimizing for output. The managers who use AI to push their juniors into harder problems are optimizing for growth. These look similar on a quarterly roadmap. They produce very different engineers over two years."
Very useful post from Bryan breaking down the challenges of growing engineers in the land of AI
Adam Marcus reposted
Adam Marcus reposted
chardet was vipeforked to MIT and I have thoughts about it. Spoiler: I like it. lucumr.pocoo.org/2026/3/5/the...
Adam Marcus reposted
Just posted "Four questions agents can't answer: Software engineering after agents write the code" We're dedicating a lot of brain space to what coding agents can do, but it's equally important to consider what they won't accomplish for years to come. blog.marcua.net/2026/02/25/f...
Adam Marcus reposted
Only a few more days (full consideration deadline: March 1) to apply to our lecturer position at @cornelltech.bsky.social!
Care about preparing people to contribute responsibly to building the next generation of AI and technology? Full-time (or at least 50%) lecturer position at Cornell Tech just posted, teaching computer science or related topics. academicjobsonline.org/ajo/jobs/31698
Adam Marcus reposted
CBGB&OMFUG. Iconic and mourned. www.theguardian.com/music/2026/f...
Just posted "Four questions agents can't answer: Software engineering after agents write the code" We're dedicating a lot of brain space to what coding agents can do, but it's equally important to consider what they won't accomplish for years to come. blog.marcua.net/2026/02/25/f...
Adam Marcus reposted
Adam Marcus reposted
🦆 ↔️ 🦀 DuckDB Labs is looking for a Rust engineer to join our team in Amsterdam. 📝 See the details and application page at duckdblabs.com/jobs/rust_en...