Two weeks before launch. “He left last month.”
Hiring an external dev team? Ask who takes over if a key developer leaves, how quickly and at what cost.
Plan for turnover before you sign.
Been there? 👇
#Founders#SoftwareDevelopment
@SmallFounder@CKPillaiAI@GoogleDeepMind Thanks for the correction. A manual step is fine if it has an owner and a deadline. On client projects we send an idempotency key with every consequential call, so resolving it is a lookup at the provider, not a guess. How long do delivery_uncertain calls usually wait?
605 deaths. 2,783 programs. 27 hours. Zero humans.
4 AI agents beat Minecraft’s Ender Dragon on their own (@GoogleDeepMind). Sounds like our sprint before a release 😅
The takeaway: don’t build an agent that never fails. Build a system that survives it.
Two critical PHP flaws (CVSS 9.2) can allow unauthenticated remote code execution.
The bug is in PHP on the server, so updating your app's dependencies won't fix it.
Check your exact PHP version today.
Patched: 8.5.12, 8.4.27, 8.3.36, 8.2.35+
#PHP#cybersecurity
@CKPillaiAI@GoogleDeepMind Agreed, a retry loop without a budget is just a slower way to fail. Idempotency is the one that bites most in business workflows: the agent “recovers” and sends the invoice twice. Where do you draw the line for escalating to a human: retry count, risk level, or cost of the action
Another 5-star Clutch review! ⭐
For Shiftrecord, we turned paper checklists and scattered tasks into one platform for restaurant operations.
From UX/UI to frontend and backend development, we helped bring the product to market.
AI can turn a policy PDF into a course in hours. The risk starts after the draft.
For safety, onboarding or compliance content:
- One named owner signs it off
- Check facts, steps and deadlines
- Use a trusted LMS with clear security standards
Your team is already using AI.
Banning it won’t stop them. It just makes it invisible.
Simple rule:
👉 Public data: OK
👉 Internal, no names: ask first
👉 CVs, salaries, reviews, passwords: never
Does your team know what can go into AI?
AI → SI? 👀
After the US government started using “Super Intelligence”, .si domain registrations jumped 2,199%.
If your AI product lives on a .ai domain, securing the matching .si might be cheap insurance.
Protect the brand. Keep the architecture review.
San Francisco has DevDay.
We have https://t.co/RXbVHgdyxZ.
Same big AI questions, less jet lag.
AI can speed up delivery, but generated code still needs testing, architectural review and a plan for maintenance.
AI moves fast.
Our engineers make sure quality keeps up.
NVIDIA’s Open Agent Safety Platform shows where agentic AI is heading.
As agents gain more autonomy, safety can no longer be an afterthought.
For us, real AI value starts when capability meets control, clear limits and trust.
That is what makes agents ready for business use.
We’ve launched NVIDIA Open Agent Safety Platform to help people control what AI agents can access and do.
Agents can write code, use tools, and work on complex tasks for hours or days. That work requires access to data and systems, along with clear limits on how they’re used.
NVIDIA OpenShell enforces permissions around the agent’s work. BlueField-4 and DOCA add independent monitoring and security controls in the infrastructure, outside the agent’s reach. Vera CPUs power the work itself.
Together, these technologies give teams a foundation for putting agents to work with defined permissions, oversight, and protection.
Explore the platform: https://t.co/zSZWqpRK0u
Your LMS is a cost center for your customer. It could be a revenue line.
Enterprises now train customers, partners and distributors. Most LMS products were built only for employees.
One of five shifts buyers now expect. All five here: https://t.co/DN3Yx5TaQZ
💡 Course completion shows who reached the end—not what they learned, applied at work, or changed for the business.
Before training, define the behavior to change, the result to improve, the baseline, and when to review it.
Completion is useful. It’s not the final answer.
Hygge Hus replaced repetitive onboarding with one training standard on Mentingo.
Crews are now ready 80% faster. Experts save 120 hours a year and repeated questions fell by 40%.
When knowledge depends on one expert, the real problem is standardization. 🧵👇