The shared context layer for your AI workforce
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Joined July 2026
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Introducing OpenAI Dots x Heybrain.
Your always-on agents now have persistent, governed memory across sessions, tools, and agents.
One agent can pick up where another left off, with the right company context and permissions already in place.
Powered by Brain & GPT-6.1 Sol.
AI agents are getting into company systems this week.
Decide what your own agents can see before you connect them to company files. HeyBrain lets you set that.
This is the most serious 48 hours in cybersecurity history.
"Black October" they're calling it
It seems every *hour* there's a new incident, that in a typical year, would be one of the biggest incidents of the *entire year*
SUMMARY OF THE LAST 48 HOURS:
YEAR-LEVEL INCIDENTS (In a typical year, these would be among the biggest incidents of the year):
1. PHP2Shell: a hole in the software behind ~70% of websites. Governments took sites offline.
2. eMudhra: the master keys that prove websites are real were cracked. One was the number 4.
3. California: data on every public school student since 2023 stolen, including disability status
4. Railway: hackers stole customers' secret keys from a hosting platform used by millions of developers
5. Zeabur: 321,810 accounts breached. The company is shutting down.
6. LiteLLM: an AI tool downloaded 3.4 million times a day was poisoned with a password stealer
7. GitLab: a 10-out-of-10 severity hole in every version since 2014
8. Cairn: criminals used an AI hacking tool to break into 100+ companies
9. Ahold Delhaize: hackers knocked the owner of Food Lion and Stop & Shop offline
10. Onamae: malware planted on up to 26,739 customer servers in Japan
MONTH-LEVEL INCIDENTS (In a typical month, these would be among the biggest incidents):
11. Signal: a bug could leave your mic and camera on after you hang up
12. NGINX: 3 critical holes in software running ~1/3 of websites
13. HTTP/3: a single connection can crash 7 of the 10 web server types tested
14. Plex: hackers breaking into home media servers
15. SafePay ransomware: FBI warns it has hit 600+ critical infrastructure organizations
16. Palo Alto: ransomware gangs breaking in through company firewalls
17. Bullhorn: platform used by 10,000+ companies knocked offline
18. Medi-Cal: 970,000 patients' data stolen
19. WordPress: hackers stole a plugin maker's keys and used them to plant backdoors on websites
20. AOMEI: backup software's update server handed out a backdoor
21. Meta Muse: Meta's AI agent exposed users' personal and business secrets
22. Tor: 333 relays hijacked to steal logins
23. TiDB Cloud: database company's cloud breached
Also serious:
24. State Bank of India: India's biggest bank confirms a data breach
25. OVHcloud: hackers slipped a password stealer into a cloud company's official tool
26. Siemens: a software hole being used to spread malware
27. North Korea: state hackers launch a new attack campaign on South Korea
HeyBrain retweeted
My next chapter has started.
I’m very excited to share that I have joined @Heybrainio as marketing lead.
Models come and go. Your context should move with you.
@Heybrainio gives people and agents one persistent, governed memory layer across the AI stack.
An answer is easier to trust when you can see exactly what it’s based on.
Brain returns the sources behind every response, so your team can inspect the underlying context and verify whether it supports the conclusion.
That means fewer black-box answers and a much clearer path from source to decision.
somehow this still isn't being talked about enough
we exposed the system teams use to build 10x faster 👇
This is the same system $1B founders use.
They don’t try to hold the entire company in their head.
They build a system that remembers:
→ how decisions get made
→ how the brand communicates
→ how customers are handled
→ how work gets reviewed
→ what the company has already learned
Then they give that context to every person and AI agent working around them.
This is how one founder starts operating like an entire company.
This is the same system $1B founders use.
They don’t try to hold the entire company in their head.
They build a system that remembers:
→ how decisions get made
→ how the brand communicates
→ how customers are handled
→ how work gets reviewed
→ what the company has already learned
Then they give that context to every person and AI agent working around them.
This is how one founder starts operating like an entire company.
so you're telling me OpenAI Dots can now…
>remember context across sessions
>share memory between agents
>carry the right company knowledge + permissions
>pick up exactly where another agent left off
>keep working while you're away
all from one shared Brain?!
yeah this is getting kinda insane…
Skills shouldn’t stay trapped in one person’s AI setup.
With Brain, when someone adds a useful skill to the organization, it becomes part of the shared company Brain.
That means the rest of the team can discover it, use it, and build on the same workflow without recreating it from scratch.
One person figures out a better way to work. The whole company benefits from it.
Get started for free:
heybrain.io/
Your agents are confidently wrong.
And the scary part is, the model might be working perfectly.
Give an agent outdated pricing, an old product decision, or incomplete customer context and it can reason flawlessly toward the wrong answer.
That is a context failure.
Brain gives agents access to current, permission-aware company knowledge, with the lineage behind it.
Better models help. Better context is what makes them reliable.
