Been teaching codex to be my QA assistant. For every commit it creates a user-test scenario and uses webVNC (crabbox), computer/browser use (peekaboo/mcporter) to test OpenClaw like a user/QA person would.

This runs in the background and opens PRs with fixes. https://t.co/xGcKgjyf7F

Haven't seen codex writing ad-hoc codemods before, but it just did for a bigger TypeScript migration. Impressed.

The idea of OpenClaw is always that it should be yours.

It's modular and lean, only add what you need. Fewer skills, fewer tools = your agent can work more efficiently. https://t.co/vUoBvQw2sN

Indian Dynamism.

@arctusaerospace https://t.co/BlqExiWYMp

This is effectively the #1 problem for AI agents in the enterprise.

As we go from agentic coding (where a large amount of context is in the code base, and users are technical enough to get the rest to the agent easily) to a world of knowledge work agents, the context problem becomes much more acute.

We see this every day with customers at Box. For existing digital knowledge, it’s often fragmented across legacy systems or environments that don’t play nice with agents, and have access controls that don’t map to the real work that needs to be done, which become a huge hurdle for getting agents the context they need. This has to all get moved to modern, secure cloud environments.

But also, companies often haven’t captured and digitized some of the critical context that agents need to work with. Decisions, processes, and workflows often live in people’s heads and tribal knowledge that need to get turned into unstructured data for agents.

This is actually one of the biggest points of leverage for applied AI companies, because they can work to specialize in getting agents exactly the information and domain expertise they need. But it’s also one of the reasons why FDEs and new system integrator plays will also work so well right now.

The companies that figure this out will be able to get the most out of AI going forward.

We have 16 partners funding 40 to 60 companies per year, usually amounting to more than 50 to 200 new SF residents per partner per year (depending on how many cofounders and how many already live here, but multiply by 16 and it’s a lot!) https://t.co/Yq7Y8CZpyq

This sounds like a small thing but it's big. Platforms need to stay open and it shouldn't require a lot of work to get your data.

Because where the AI harness wars are going... someone else's harness is just going to be you sharecropping someone else's AI ecosystem. https://t.co/mQBVLsyjdL

You should want to control and host your own memory

It’s the one thing that you should be able to take to any platform

Watch for this to be a defining battle in the new browser war: the AI harness wars of 2027 https://t.co/yb8IPzuc09

if you're comparing your startup to the manhattan project and you're not rocking this every day .... ngmi https://t.co/uv4VXrw8Db

this will happen with AI too in about a decade https://t.co/idtwKdvJ0T

Ok is there any difference between Codex automations and Claude Code routines? Which one is better?

I want to consolidate all my cron jobs in one list.

You all just don't get it.

If you want to win and I mean really win you have to:

1. Work 997
996 is for losers

2. Tokenmax
If you're not spending more on tokens than your company's entire human headcount budget, are you even AI native?

3. Sleep in the office
Think about how many more agents you can spin up with that $4,000 monthly SF rent.

4. Be on Forbes 30 under 30
If you're over 30 and didn't make this list, I hate to say it but it's over for you.

5. Try not to end up in jail
Might be hard if you do 4.

@Shpigford "Pretend your worst enemy wrote this code."

"That person who always leaves smug PR comments? Be them."

😂

Does anyone have good studies for what jobs AI has *meaningfully* replaced?

Looking for a statistical analysis of historical data, present openings and forward looking statements for roles.

I know it’s early but still want to read more.

Broadly, we’re seeing every startup claim outcomes, model company revenues booming and companies laying people off - but I think the risk of the permanent underclass seems wildly overblown.

Why do I get so annoyed when a coding agent ends a message with "just say the word"

You're my cofounder, not my servant

“Real mastery is not exerting the most effort. It is achieving the outcome with the least necessary effort.

Grinding is never good for any creative problem” https://t.co/UWYkFDbj5c

@soumithchintala @pewdiepie @opencode https://t.co/Z6FYBkoe8U

just a small zoom out on the vibe shift:

in Feb 2025 @soumithchintala was talking about his dream of personal, local, private agents, most people didn't believe him.

it's June 2026 and @pewdiepie has just released his vibecoded @opencode wrapper that is a complete personal AI productivity suite including email, docs, and calendar. top of HN, easily >1m views, >10k stars in a day.

if your Knowledge Work Agents startup can't beat pewdiepie you might as well pack up and go home at this point, his is the benchmark for what you can DIY.

every evals/analytics startup is going through a onetime generational upgrade into a continual learning platform in 2026

many will fail but as always the tasteful ones win