Carmine Punella

SVP of Engineering & Innovation @CoreViewHQ | AI Addict 🤖 | F1 Fan 🏎 | Smart Home Lover 🔌

[David Fowler @davidfowl]

We've been building up a catalog of skills that @aspiredotdev team uses to drive up the quality on changes made by agents (we're all using them). First, the 3 most important skills:

code-review
https://t.co/mRn1831ImL

pr-testing
https://t.co/Sng8Pk5IOz

create-pr
https://t.co/vIHDWWDlUg

[Carmine Punella @CPunella]

@toddsaunders I’m testing it right now, and it seems more thoughtful. For example, instead of starting with a task, it tries to automatically get the context first based on past conversations… Let’s see the final result…

[Carmine Punella @CPunella]

@adocomplete 200% - just testing right now and it seems really great!!! Let’s see the final result

[Carmine Punella @CPunella]

Woooowww! Opus 4.8 with ultracode effort!!! The UI is sooooo cool! Let’s try on the field !!

[Claude @claudeai]

Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors.

Available today at the same price.

[Carmine Punella @CPunella]

@davidfowl That’s great! I’m using so much the Grafana MCP today for exactly this reason! And it’s spiking up the value we can get from telemetry now !!

[Elon Musk @elonmusk]

SpaceX has almost finished writing V1.0 of an in-house AI training stack in C that exact-maps to 220k GB300s with 800G NICs, making heavy use of pipeline parallelism and getting as close to bare metal as possible.

The potential speed improvement vs JAX for large training runs is over an order of magnitude.

[Carmine Punella @CPunella]

@ivanfioravanti @andimarafioti @pupposandro And with local AI it’s another story! Specially when children are involved! Did you try connecting with Hermes as well?

[Carmine Punella @CPunella]

@ivanfioravanti @andimarafioti @pupposandro It’s sooooo cool! My son will love it!!

[Anthropic @AnthropicAI]

New on the Engineering Blog: The access and permissions we grant agents should evolve with their capabilities. In our own products, we set these parameters through sandboxing, which limits the scope of any potentially destructive actions.

Read more: https://t.co/KfBKW8O9kP

[ClaudeDevs @ClaudeDevs]

We’ve shipped a security-guidance plugin for Claude Code that helps identify and fix vulnerabilities as you’re writing code.

Available for all Claude Code users. Install from the plugin marketplace (/plugins).

[Carmine Punella @CPunella]

@davidfowl 200%! It’s critical to find the way to empower the team to get more …

[Adam Jacob @adamhjk]

The Pipeline Is Dead, Long Live the Agent Mesh - Webframp is on an absolute tear lately. https://t.co/9JBXrTbNuV

[Carmine Punella @CPunella]

What a news! Amazing news! Let’s go Italia!!! Let’s go Milano!! 🚀🚀

[Seb Johnson @SebJohnsonUK]

Anthropic is doubling down on Europe and opening an office in Milan.

Europe is Anthropic's fastest growing region with revenue up 9x YoY, while Milan is the centre of Italian tech.

Anthropic now has hubs in London, Dublin, Zurich, Paris, Munich and Milan.

It's pushing more and more into Europe as its relationship with the US continues to sour.

Great stuff for Italy!

[Carmine Punella @CPunella]

@claudeai any ETA when Claude Security will be available with the Teams license? I can’t wait to try it!

[Carmine Punella @CPunella]

I’m genuinely impressed by my team’s feedback on Composer 2.5. I asked them to use it throughout the week, and the response has been amazing. It’s a huge leap forward compared with Composer 2 — faster, cheaper, and clearly more mature. Great job, @cursor_ai. I think the best is still to come…. Am I right?

[Zeb Evans @DJ_CURFEW]

Today we reduced headcount by 22%. The business is the strongest it's ever been. So I think it's important to be direct about what I'm seeing and why.

First, I made this decision and I own it. I did it because the way to operate at the highest level of productivity is changing, and to win the future, ClickUp needs to change with it.

Second, this wasn't about cutting costs. Most savings from this change will flow directly back into the people who stay. We'll be introducing million-dollar salary bands. If you create outsized impact using AI, you'll be paid outside of traditional bands.

Most importantly, I have the deepest gratitude for those affected. We're doing this from a position of strength specifically so we can take care of people properly. Everyone affected receives a package aimed at honoring their contributions and easing the transition.

I only see two options: wait for this to play out gradually in the market or be honest about what I'm seeing and act proactively.

THE 100X ORGANIZATION
The primary change is that we're restructuring around what I call 100x org. The goal is 100x output. The roles required to build at the highest level are fundamentally different than they were a year ago.

Incremental improvements to existing systems won't get us there. We need new ones. That means creating enough disruption to rebuild rather than iterate on what's already broken.

The common narrative is that AI makes everyone more productive. It doesn't. Many of the workflows of today, if left unchanged, create bottlenecks in AI systems.

These roles will evolve. But waiting for that to happen naturally means falling behind now.

The 100x org is actually heavily dependent on people - infinitely more than today. This is only possible with 10x people that have embraced and adopted new ways of working.

THE BUILDERS, AGENT MANAGERS, AND FRONT-LINERS

— THE BUILDERS: 10X ENGINEERS
I don't think most companies have internalized what's actually happening with AI in engineering. The common narrative is that AI makes all engineers more productive. That may be true in isolation, but at an organization level - that is the farthest thing from reality.

Here's what we've validated recently at ClickUp: the great engineers, the ones who can orchestrate, architect, and review, are becoming 100x engineers. They're not writing code. They're directing agents that write code. The skill is judgment.

AI makes the best engineers wildly more productive, and everyone else using AI slows these engineers down.
Think about it - the bottlenecks are (1) orchestration - telling AI what to do, and (2) reviewing - what AI did. Everything is leapfrogged and no longer needed.
So who do you want orchestrating and reviewing code?

And how do you want your best engineers to spend their time?

If your best engineers are spending time reviewing other people's code, then this is inherently an inefficient bottleneck. These engineers can review their agent's code much faster than reviewing human code.

The new world is about enabling your 10x engineers to become 100x.

The wrong strategy is to push every engineer to use infinite tokens. Companies doing this are celebrating 500% more pull requests. But customer outcomes don't match the volume of code being generated.

I call this the great reckoning of AI coding, and every company will face this soon if not already.

More code is just another bottleneck to the best engineers, and ultimately to your company's impact as well.

— THE BUILDERS: 10X PRODUCT MANAGERS
Product management and design roles are merging.

Designers that have customer focus, become more like product managers.

And product managers that have intuition for UX become more like designers.

The bottleneck of user research is gone. It takes us just one mention of an agent to kickoff research and analyze results.

The bottleneck of product <> design iteration is also gone. The product builder iterates on their own, along with agents and skills that ensure alignment with quality and strategy.

Also controversial today - I believe that the wrong strategy is to have your PMs shipping code - that just introduces another bottleneck that the best engineers will waste their time on.

To be clear, PMs should be coding but they should do this in a playground to iterate, validate, and scope. That code should not go to production.

Everything outside of managing systems, orchestrating AI, and reviewing output becomes a bottleneck.
That's why the other roles that are critical along with these are the systems managers (to reduce bottlenecks) along with a bottleneck you can't replace - customer meeting time.

— THE SYSTEM MANAGERS
Ironically, the people that automate their jobs with AI will always have a job. They become owners of the AI systems - agent managers. We have many examples of these people at ClickUp.

The underlying systems in which we operate are absolutely critical to get right. I think most companies are delusional to think they can iterate on existing systems and compete in this new world.

You must create enough disruption so that old systems are deprecated entirely. If there's any definition for 'AI native' that's what it is.

— THE FRONT-LINERS
In a world that will become saturated with AI communication, the human touch will matter more than anything to customers.

This is a bottleneck that you shouldn't replace - even when agents are high enough quality to do video meetings.

One-on-one meeting time with customers is something that shouldn't be automated. The systems around the meetings should be - so that front-liners spend nearly 100% of their time with customers.

REWARDING 100X IMPACT
In a world where companies are able to do so much more with less, where does that excess money go?
In our case, much of the savings in this new operating model will flow directly back to those that enabled it.

We must reward people that create productivity accordingly. This aligns incentives on both sides. Plus, in a world where your best people create 100x impact, you can't afford to lose them.

You should aim to retain these employees for decades. The context they have and their ability to efficiently orchestrate and review will be nearly impossible to replace.

Compensation bands of today should be thrown out the door. We're introducing $1 million cash/year salary bands with a path available to nearly everyone in the company if they produce 100x impact by creating or managing AI systems.

THE FUTURE
Nearly every company will make changes like these. The ones that do it proactively will define what comes next.

The future is not fewer people. It's different work, new roles, and better rewards for those who embrace it. We're already seeing entirely new roles emerge, like Agent Managers, that didn't exist a year ago.

ClickUp is positioning to lead this shift, not just internally, but for our customers too. I've never been more certain about where we're headed.

[Carmine Punella @CPunella]

I’m still getting API error Rate Limit issue on @claudeai today - on status page it seems fixed but it’s not - am I the only one?

[eric zakariasson @ericzakariasson]

the most used skill internally at cursor right now

/thermo-nuclear-code-quality-review

- deletes complexity instead of moving it
- blocks files over 1k lines
- flags thin wrappers and leaked logic
- rejects PRs that work but make code messier

[Carmine Punella @CPunella]

@cursor_ai I know I’m asking the impossible, but you have tons of agents working for you 🤣 please please add Azure DevOps as well