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Date: 2026-07-31 | Generated: 20:00:52

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AI & Machine Learning

1. OpenAI aligns safety practices with EU AI Act’s GPAI Code

OpenAI has outlined how it aligns safety, security, and transparency work with the EU AI Act’s GPAI Code as enforcement approaches. The company has contributed to and endorsed the EU’s General-Purpose AI (GPAI) Code of Practice and the Code of Practice on Transparency of AI-Generated Content. Both emerged from multi-stakeholder processes. The GPAI Code sets […] The post OpenAI aligns safety practices with EU AI Act’s GPAI Code appeared first on AI News.

2. Zuckerberg details Meta’s personal AI superintelligence strategy

Mark Zuckerberg has published a WSJ op-ed that argues superintelligence must reach individuals, not just a handful of institutions. The Meta chief published the piece as a statement of company philosophy rather than a product announcement. It contains no release dates, no benchmark figures, no named models. What it does contain is an argument that […] The post Zuckerberg details Meta’s personal AI superintelligence strategy appeared first on AI News.

3. How AI is Changing Linux VPS Security for Businesses

Cybersecurity wasn’t really something small and mid-sized businesses worried about too much a few years back. That’s changed fast. Once your customer data, your apps, your internal tools all end up online, protecting the server behind them stops being optional. And attacks aren’t getting any simpler either, which is part of the problem with sticking […] The post How AI is Changing Linux VPS Security for Businesses appeared first on AI News.

4. The End-to-End Agentic AI Pipeline

In this article, you will learn the seven architectural components that separate a production-grade agentic AI system from a demo script, and how each one...

5. Advancing responsible AI across Europe

OpenAI shares how its safety, security, transparency, and provenance practices support responsible AI governance in Europe. The work will continue as the EU AI Act advances.

6. Building abundant intelligence

A full-stack approach to making advanced AI more capable, more affordable, and more widely useful.

7. UnivΓ© builds an AI-ready workforce

See how UnivΓ© built an AI-ready workforce with ChatGPT Enterprise by combining leadership, responsible governance, and employee-led innovation to transform work at scale.

8. Disrupting a Criminal Scam Operation

OpenAI disrupted a Cambodia-based scam operation using ChatGPT to support investment, romance, gambling, and impersonation schemes.

9. Advancing the price-performance frontier with GPT-5.6

Explore lower GPT‑5.6 pricing for Luna and Terraβ€”and how OpenAI’s more efficient models help enterprises deploy AI workflows at scale.

10. How avatarin built a 24/7 retail agent with GPT-Realtime

avatarin uses OpenAI’s GPT-Realtime to give Yamada Denki shoppers 24/7 multilingual support. In two weeks, 30,000 people used the agent and 92% of survey responses were positive.

Software Development

1. Forget humans β€œin” the loop. Harness engineering puts humans β€œon” the loop.

AI has us quickly forgetting humans as the software delivery loop. Now, forget humans in the loop. For Thoughtworks’ distinguished The post Forget humans β€œin” the loop. Harness engineering puts humans β€œon” the loop. appeared first on The New Stack.

2. Nscale just bought Anyscale. Here’s why it matters for multi-cloud neutrality.

Cloud platform company Nscale announced this week a definitive agreement to acquire AI workload scaling specialist Anyscale, in a move The post Nscale just bought Anyscale. Here’s why it matters for multi-cloud neutrality. appeared first on The New Stack.

3. Gemini Robotics 2 brings us one step closer to physical AGI

This week, Google DeepMind revealed Gemini Robotics 2, an intelligence layer comprising three new models to power more adaptable physical The post Gemini Robotics 2 brings us one step closer to physical AGI appeared first on The New Stack.

4. Why your company should (try to) build its own AI SRE

Companies ship more code today than ever, thanks to agentic coding tools. For product teams, this accelerated pace of development The post Why your company should (try to) build its own AI SRE appeared first on The New Stack.

5. OpenAI slashes API costs amid rising global competition

OpenAI has lowered API prices for two GPT-5.6 models only three weeks after their launch. On Thursday, the company announced The post OpenAI slashes API costs amid rising global competition appeared first on The New Stack.

6. AI-generated software is forcing yet another platform rethink

β€œRaise your hand if your team is actively using AI to write and review code. Now keep it up if The post AI-generated software is forcing yet another platform rethink appeared first on The New Stack.

7. OpenAI and Elastic are tackling the AI problem enterprises can’t ignore

It’s undeniable that enterprise AI has a context problem. Although frontier models are incredibly capable, if they can’t securely access The post OpenAI and Elastic are tackling the AI problem enterprises can’t ignore appeared first on The New Stack.

8. Why linting alone can’t govern agentic development

There’s no question that AI agents are changing software development. They can move from an idea to a working implementation The post Why linting alone can’t govern agentic development appeared first on The New Stack.

9. DNS is infrastructure. It’s time to manage it that way.

Attackers aren’t always the reason for DNS failures β€” they can often be something much more routine. For example, the The post DNS is infrastructure. It’s time to manage it that way. appeared first on The New Stack.

10. When do AI agents need permission boundaries?

An AI agent feels harmless when it only produces text, but the risk profile changes the moment it calls a The post When do AI agents need permission boundaries? appeared first on The New Stack.

11. Dispatches from O'Reilly: The best risk mitigation strategy in data? A single source of truthβ€‹β€‹β€‹β€‹β€Œο»Ώβ€ο»Ώβ€‹β€β€‹β€β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹β€β€Œβ€β€β€Œβ€Œβ€β€Œο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€Œβ€Œβ€ο»Ώβ€β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€‹β€ο»Ώβ€β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€‹β€β€‹β€β€‹β€ο»Ώβ€‹β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€β€‹β€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€ο»Ώβ€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€β€Œβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€ο»Ώβ€β€‹ο»Ώβ€ο»Ώβ€Œβ€β€β€Œβ€Œβ€β€Œβ€‹β€‹ο»Ώο»Ώβ€Œβ€‹ο»Ώβ€β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹β€‹β€Œβ€β€‹β€β€‹ο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œβ€β€‹β€β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€Œβ€‹ο»Ώβ€Œβ€‹β€Œβ€β€Œβ€‹β€‹ο»Ώβ€‹β€‹β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€β€Œβ€Œβ€β€Œβ€Œβ€‹β€ο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€β€‹β€Œβ€Œβ€β€‹β€β€‹ο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€‹β€Œβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€Œβ€Œβ€β€‹β€Œβ€‹ο»Ώβ€β€Œβ€Œβ€β€‹β€β€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€‹β€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€‹ο»Ώβ€ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œβ€β€Œο»Ώβ€Œβ€Œβ€‹β€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€‹ο»Ώβ€ο»Ώβ€Œο»Ώβ€‹β€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€‹β€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€ο»Ώβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώο»Ώβ€Œβ€β€‹β€β€Œβ€β€‹β€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€Œβ€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€ο»Ώβ€‹β€‹ο»Ώο»Ώβ€Œβ€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€Œβ€‹β€‹β€Œβ€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹β€β€Œβ€‹β€Œβ€β€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹β€β€Œβ€‹β€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€β€Œβ€β€Œβ€β€β€Œβ€Œβ€β€Œβ€‹β€‹ο»Ώο»Ώβ€Œβ€‹ο»Ώβ€β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹β€‹β€Œβ€β€‹β€β€‹ο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œβ€β€‹β€β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€Œβ€‹ο»Ώβ€Œβ€‹β€Œβ€β€Œβ€‹β€‹ο»Ώβ€‹β€‹β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€β€Œβ€Œβ€β€Œβ€Œβ€‹β€ο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€β€‹β€Œβ€Œβ€β€‹β€β€‹ο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€‹β€Œβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€Œβ€Œβ€β€‹β€Œβ€‹ο»Ώβ€β€Œβ€Œβ€β€‹β€β€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€‹β€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€β€Œβ€β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œβ€β€Œο»Ώβ€Œβ€Œβ€‹β€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€‹β€β€Œβ€β€Œο»Ώβ€‹β€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€‹β€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€ο»Ώβ€‹β€Œβ€β€Œβ€Œβ€‹β€β€Œβ€β€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€Œβ€β€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώβ€Œβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€β€‹β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€‹β€β€‹β€β€Œο»Ώο»Ώβ€Œ

Your semantic layer is a risk mitigation strategy. Not risk in the abstract, compliance-framework sense, but the practical, operational risk that quietly drains organizations every day..β€‹β€‹β€‹β€‹β€Œο»Ώβ€ο»Ώβ€‹β€β€‹β€β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹β€β€Œβ€β€β€Œβ€Œβ€β€Œο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€Œβ€Œβ€ο»Ώβ€β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€‹β€ο»Ώβ€β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€‹β€β€‹β€β€‹β€ο»Ώβ€‹β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€β€‹β€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€ο»Ώβ€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€β€Œβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώ...

12. What happens to the internet when robots act like humans?β€‹β€‹β€‹β€‹β€Œο»Ώβ€ο»Ώβ€‹β€β€‹β€β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹β€β€Œβ€β€β€Œβ€Œβ€β€Œο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€Œβ€Œβ€ο»Ώβ€β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€‹β€ο»Ώβ€β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€‹β€β€‹β€β€‹β€ο»Ώβ€‹β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€β€‹β€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€ο»Ώβ€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€β€Œβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€ο»Ώβ€β€‹ο»Ώβ€ο»Ώβ€Œβ€β€β€Œβ€Œβ€β€Œβ€‹β€‹ο»Ώο»Ώβ€Œβ€‹ο»Ώβ€‹β€Œβ€‹ο»Ώβ€β€‹β€Œβ€β€Œβ€‹β€Œβ€β€‹β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€‹β€β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€‹β€‹β€‹ο»Ώβ€Œβ€β€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€Œβ€β€‹ο»Ώβ€‹β€‹β€‹ο»Ώβ€‹β€β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€β€‹β€‹ο»Ώβ€‹β€β€‹ο»Ώβ€Œβ€‹β€Œβ€β€Œβ€‹β€‹β€ο»Ώβ€Œβ€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€β€Œβ€β€Œβ€‹β€Œβ€β€‹ο»Ώβ€Œβ€β€Œβ€‹β€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€Œβ€Œβ€Œβ€β€‹β€β€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€‹β€‹ο»Ώβ€ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œβ€β€Œο»Ώβ€Œβ€Œβ€‹β€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€‹ο»Ώβ€ο»Ώβ€Œο»Ώβ€‹β€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€‹β€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€ο»Ώβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώο»Ώβ€Œβ€β€‹β€β€Œβ€β€‹β€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€Œβ€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€ο»Ώβ€‹β€‹ο»Ώο»Ώβ€Œβ€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€Œβ€‹β€‹β€Œβ€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹β€β€Œβ€‹β€Œβ€β€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹β€β€Œβ€‹β€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€β€Œβ€β€Œβ€β€β€Œβ€Œβ€β€Œβ€‹β€‹ο»Ώο»Ώβ€Œβ€‹ο»Ώβ€‹β€Œβ€‹ο»Ώβ€β€‹β€Œβ€β€Œβ€‹β€Œβ€β€‹β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€‹β€β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€‹β€‹β€‹ο»Ώβ€Œβ€β€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€Œβ€β€‹ο»Ώβ€‹β€‹β€‹ο»Ώβ€‹β€β€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€β€‹β€‹ο»Ώβ€‹β€β€‹ο»Ώβ€Œβ€‹β€Œβ€β€Œβ€‹β€‹β€ο»Ώβ€Œβ€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€β€Œβ€β€Œβ€‹β€Œβ€β€‹ο»Ώβ€Œβ€β€Œβ€‹β€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€Œβ€Œβ€Œβ€β€‹β€β€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€‹β€‹β€β€Œβ€β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œβ€β€Œο»Ώβ€Œβ€Œβ€‹β€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€‹β€β€Œβ€β€Œο»Ώβ€‹β€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€‹β€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€ο»Ώβ€‹β€Œβ€β€Œβ€Œβ€‹β€β€Œβ€β€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€Œβ€β€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώβ€Œβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€β€‹β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€‹β€β€‹β€β€Œο»Ώο»Ώβ€Œ

Ryan welcomes WPEngine CTO Ramadass Prabakar to the show to chat about what happensβ€”and what we should doβ€”when agents start acting like humans online, how our internet is evolving to serve both human and agentic experiences from the same interface, and what we can do to differentiate and protect human actions online from malicious bot activity. β€‹β€‹β€‹β€‹β€Œο»Ώβ€ο»Ώβ€‹β€β€‹β€β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹β€β€Œβ€β€β€Œβ€Œβ€β€Œο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€Œβ€Œβ€ο»Ώβ€β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€‹β€ο»Ώβ€β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€‹β€β€‹β€β€‹β€ο»Ώβ€‹β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€β€‹β€ο»Ώο»Ώβ€‹...

13. Your trusted knowledge layer: Introducing Stack Internal's new platform experienceβ€‹β€‹β€‹β€‹β€Œο»Ώβ€ο»Ώβ€‹β€β€‹β€β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹β€β€Œβ€β€β€Œβ€Œβ€β€Œο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€Œβ€Œβ€ο»Ώβ€β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€‹β€ο»Ώβ€β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€‹β€β€‹β€β€‹β€ο»Ώβ€‹β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€β€‹β€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€‹β€ο»Ώο»Ώβ€Œβ€ο»Ώβ€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€β€Œβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€ο»Ώβ€β€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€Œβ€ο»Ώβ€β€‹ο»Ώβ€ο»Ώβ€Œβ€β€β€Œβ€Œβ€β€Œβ€‹β€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€Œβ€Œβ€β€Œβ€‹β€Œβ€β€‹ο»Ώβ€Œβ€β€Œβ€β€‹ο»Ώβ€‹β€Œβ€Œβ€β€‹β€β€Œβ€β€‹ο»Ώβ€Œβ€β€‹β€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹β€β€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€Œβ€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€β€Œβ€Œβ€β€‹β€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€‹ο»Ώβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€‹β€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€‹β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€‹β€‹β€‹ο»Ώβ€ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œβ€β€Œο»Ώβ€Œβ€Œβ€‹β€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€‹ο»Ώβ€ο»Ώβ€Œο»Ώβ€‹β€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€‹β€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€ο»Ώβ€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώο»Ώβ€Œβ€β€‹β€β€Œβ€β€‹β€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€Œβ€Œβ€Œβ€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€ο»Ώβ€‹β€‹ο»Ώο»Ώβ€Œβ€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€Œβ€‹β€‹β€Œβ€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹β€β€Œβ€‹β€Œβ€β€‹β€β€Œβ€Œβ€‹ο»Ώβ€‹β€β€Œβ€‹β€Œβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œο»Ώβ€‹β€ο»Ώβ€β€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώο»Ώβ€‹β€β€Œβ€β€Œβ€β€β€Œβ€Œβ€β€Œβ€‹β€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€Œβ€Œβ€β€Œβ€‹β€Œβ€β€‹ο»Ώβ€Œβ€β€Œβ€β€‹ο»Ώβ€‹β€Œβ€Œβ€β€‹β€β€Œβ€β€‹ο»Ώβ€Œβ€β€‹β€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹β€β€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€Œβ€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€Œβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€β€Œβ€Œβ€β€‹β€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€‹ο»Ώβ€‹β€ο»Ώβ€Œβ€‹ο»Ώβ€‹β€β€‹ο»Ώβ€‹ο»Ώβ€Œβ€β€Œβ€β€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œβ€‹β€‹ο»Ώβ€‹β€Œβ€‹ο»Ώβ€β€Œβ€‹ο»Ώβ€‹β€‹β€‹β€β€Œβ€β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€ο»Ώο»Ώβ€Œβ€β€Œο»Ώβ€Œβ€Œβ€‹β€‹β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€‹β€β€Œβ€β€Œο»Ώβ€‹β€‹β€Œβ€β€‹β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€‹β€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œβ€ο»Ώβ€‹β€Œβ€β€Œβ€Œβ€‹β€β€Œβ€β€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€‹β€‹β€Œβ€β€Œβ€Œβ€Œβ€β€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€‹ο»Ώο»Ώβ€Œβ€Œο»Ώβ€‹β€‹β€Œο»Ώβ€Œβ€Œβ€Œβ€β€‹β€β€Œβ€ο»Ώβ€‹β€Œβ€β€β€Œβ€Œο»Ώβ€‹ο»Ώβ€Œβ€β€β€‹β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€‹β€‹β€β€‹β€β€Œο»Ώο»Ώβ€Œ

Introducing new Stack Internal capabilities as part of our upcoming platform experience. Our latest release turns your existing foundation of knowledge into enterprise memory that your people, teams, and AI agents can act on. Learn how we’re building the trust layer for enterprise AI.β€‹β€‹β€‹β€‹β€Œο»Ώβ€ο»Ώβ€‹β€β€‹β€β€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€‹β€β€Œβ€β€β€Œβ€Œβ€β€Œο»Ώβ€Œβ€β€β€Œβ€Œβ€ο»Ώβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œο»Ώβ€‹ο»Ώβ€Œβ€β€‹β€Œβ€Œβ€ο»Ώβ€β€Œβ€β€β€Œβ€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€β€Œβ€‹β€ο»Ώβ€β€Œβ€β€β€Œβ€Œβ€ο»Ώο»Ώβ€‹β€β€‹β€β€‹β€ο»Ώβ€‹β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€‹β€β€Œβ€β€Œβ€Œβ€Œβ€β€Œβ€β€‹β€β€‹β€β€‹ο»Ώβ€β€β€‹β€β€‹β€β€Œβ€β€β€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€Œβ€‹β€Œο»Ώβ€‹β€‹β€Œο»Ώβ€‹ο»Ώβ€‹ο»Ώβ€β€β€‹β€ο»Ώο»Ώβ€‹β€ο»Ώο»Ώβ€Œβ€β€‹ο»Ώβ€Œβ€ο»Ώβ€Œβ€Œο»Ώβ€‹ο»Ώβ€‹β€ο»Ώβ€β€Œο»Ώβ€‹ο»Ώβ€Œο»Ώβ€Œβ€‹β€Œβ€β€‹β€Œβ€Œβ€β€‹ο»Ώβ€Œβ€β€ο»Ώβ€Œβ€ο»Ώο»Ώβ€Œο»Ώβ€Œβ€β€Œβ€β€Œβ€Œβ€Œο»Ώβ€‹β€β€Œβ€β€Œβ€β€Œβ€ο»Ώ...

14. The moment the dashboard stopped telling the truth

I watched my team get faster after we adopted AI-assisted coding, and honestly β€” I felt good about it. More tickets closed. Shorter cycle times. PR volume up. I remember thinking: this is what leverage looks like. That was the mistake. Not the tool. The assumption. Two weeks after a change shipped β€” passed every test, got through review, deployed cleanly β€” we found it had been quietly degrading a retry mechanism. It only broke under specific load conditions our test environments didn't replicate...

15. "Most Of Your Vectors Are Steerage. Why Are They In First Class?"

I was on a call last month with a startup CTO who had just gotten their AWS bill. They had built a beautiful RAG application: semantic search, conversational AI, the works. Their vector index was humming along with about 50 million embeddings. Then they hit product-market fit. Within six weeks, they scaled to 500 million vectors. Their monthly infrastructure costs went from $2,000 to $20,000. The real kicker? When we looked at the access patterns, over 80% of those vectors were queried less than...

Programming Languages

1. Pwnd Blaster: Hacking your PC using your speaker without ever touching it

submitted by /u/fagnerbrack [link] [comments]

2. On Type Inference

submitted by /u/radekmie [link] [comments]

3. Stacked pull requests are now in public preview - GitHub Changelog

submitted by /u/tomzorzhu [link] [comments]

4. JEP 401: Value Objects And JEP 539: Strict Field Initialization Merged Into JDK

submitted by /u/joemwangi [link] [comments]

5. Methinks it is a weasel

submitted by /u/_fourzerofour [link] [comments]

6. Canvas path animations: Animating anything along a curve with Canvas + SVG

submitted by /u/ykadosh [link] [comments]

7. What Every Programmer Should Know About Twists of Elliptic Curves

submitted by /u/DataBaeBee [link] [comments]

8. The Mystery on DuckLake: A Time-Travelling Whodunit Story

submitted by /u/pdoherty926 [link] [comments]

9. Manual reification on the JVM

submitted by /u/farnoy [link] [comments]

Game Development

1. EA clears US regulatory approvals in take-private deal

Saudi Arabia's divisive EA buyout looks set to go through next week.

2. Xbox CEO declares priorities after 'reset'

Xbox CEO Asha Sharma lays out a plan to get Xbox back on track after the latest round of layoffs.

3. GDC Side Quest - A Sit-Down With The Indomitable Sam Beart

Acclaimed actor Samantha Beart joins us for this month's edition of GDC Side Quest on the Game Developer Podcast.

4. Double Fine cuts staff, Xbox's revenue decline, and Leon Kennedy pays off - Patch Notes #63

Plus: The developer of Buckshot Roulette launches a horror subversion of Mario Party.

5. Narrative Notebook #5: UNBEATABLE's music video vibes can't be beat

'Music doesn't make us feel things. Music IS feeling. Art IS feeling.'

6. The truth behind the resurrection of Poinpy

Back from the dead and better than ever.

7. Unity brings dedicated engine support to Netflix Games

The engine maker said it wants to help developers produce titles for Netflix's multi-platform ecosystem.

8. If knowledge is power, why are game companies setting it alight?

I wonder who knows the answer to that finicky production question? Let's hope they weren't just laid off.

9. Xbox revenue fell by $1.7 billion during fiscal 2026

Flagging Xbox sales have become the new normal for Microsoft.

Gaming News

1. Pokemon Go August 2026 Events: Raid Bosses, Spotlight Hours, Pokemon Debuts, And More

August has arrived, marking the final month of Pokemon Go's Forever Forward season. The mobile game is closing the season out with a host of events and Pokemon debuts over the next few weeks, including the arrival of some big new monsters like Gigantamax Rillaboom and Mega Starmie. On top of that, players have a few summery festivities to look forward to this month, including an Arctic Embers event and a week-long Water Festival. There will also be new Raid bosses and Spotlight Hours, as well as...

2. If You Were Excited About Stellar Blade: Blood Rain, Here’s An AI-Slop Music Video To Fix That

Stellar Blade: Blood Rain is being promoted with an AI-slop music video created by developer Shift Up, and it's all about as soulless as you might expect. The video, which looks to be completely AI generated, features protagonist Evie singing an "original" song titled "Wanna be in Love" as she explores the dystopian cyberpunk city seen in the game's official announcement trailer that debuted as part of Summer Games Fest. At one point while wandering the city, Evie picks up a KPop Demon Hunters k...

3. World Of Warcraft Is Coming To D&D, And Will Let You Grind Renown Just Like The MMO

World of Warcraft is getting the Dungeons & Dragons treatment, with the iconic tabletop roleplaying game set to translate developer Blizzard's popular MMORPG into a proper pencil-and paper-experience this November. D&D: World of Warcraft is bringing a lot to the table, with everything a dungeon master might potentially need to create an Azeroth campaign. For starters, all 13 WoW classes will be playable, with six additional subclasses, three modified ones, and over 40 class specializations to ch...

4. Unsurprisingly, It’s PlayStation, Not You, Benefiting From Tariff Refunds

US tariffs may have forced Sony to increase the prices of its PlayStation hardware, but the company is now benefiting from those tariffs being refunded. As part of the company's latest earnings report, it noted an increase in operating income can be attributed in part to tariff refunds--refunds it seems unlikely to pass onto consumers who paid those higher prices. Those refunds were issued earlier this year after the US Supreme court declared tariffs implemented by President Trump to be unlawful...

5. Here’s A Chance To Get Ghostwire: Tokyo And Two Other Games For $5

Ghostwire: Tokyo is great, and there are few games like it available right now. The first-person Ether Weaving serves as a stylish alternative to the weapons found in most FPS games, while its atmosphere remains unmatched. It delivers spooky vibes without becoming outright terrifying. It’s a game I constantly recommend, and right now, you could be lucky enough to get it and two other Steam games for just $5. Developed by Tango Gameworks, the studio behind The Evil Within and the more cartoonish ...

6. Here’s Why People Think The Ocarina Of Time Remake Will Launch A Week Before GTA 6

Suspicions are arising among Legend of Zelda fans that the Ocarina of Time remake will launch in mid-November--just within spitting distance of Grand Theft Auto 6. The theories revolve around an apparent pattern of Nintendo's Amiibo releases, and it's hard to blame anyone for buying into them. Per Kotaku, fans claim to have spotted a November 11 release date (adjusted to November 12 with the correct regional system clock settings) for a pair of Kirby Air Riders Amiibo figures (Sword Kirby and No...

7. Mistfall Hunter’s Best Class Just Got Even Better

Developer Bellring Games' extraction brawler Mistfall Hunter is finally out after a handful of betas, and following its July 29 release, the developer has already dropped an update that made one of the game's best classes even better. Launched on July 30, this new update makes some important balance adjustments to the newest class, the Withered Knight. During the beta, the hallowed sentinel only wielded a greatsword. But now that the full game is out, the Withered Knight gets a second weapon lik...

8. Marvel Tokon: Fighting Souls’ Biggest Secrets Are Already Online

August is shaping up to be a fun month with the release of games like Beast of Reincarnation and Pro Jank Footy, and if you're a fighting game fan, you can also grab Marvel Tokon: Fighting Souls. Officially out next week, physical copies of the game have managed to break their street date, and naturally, there are plenty of spoilers online. While we won't be listing them here, please start fine-tuning your filters for specific keywords. From what we've seen online, details include various game s...

9. Here Is Xbox CEO’s Plan To Turn Things Around

While Microsoft itself just set a record for the biggest single-day market cap swing in history, the company's Xbox division is struggling. How will new Xbox CEO Asha Sharma turn things around? In a memo to staff obtained by The Verge, Sharma shared the top Xbox priorities for the current fiscal year and beyond. These included four main buckets--Core, Content, Creation, and Connection. Some of the efforts include making Minecraft "the world's creator platform" and getting Xbox games to become "g...

10. In happier times, Sony was courting PC gamers with lavish magazine ads for its 'most popular CD-ROM titles'

Back when Sony still liked discs *and* publishing games on the PC.

11. We've seen a lot of malfunctioning robots this year, but this is my favorite fail yet

Plus a bot that can chase you underwater, a mech that can knock down walls, and a teacherbot gets kicked out of class.

12. Ubisoft's NFT tactics game, a thing that still exists, is shutting down in October

Technically, it shed its Web3 functionality in May, but it didn't seem to help much.

13. After a year and a half of rigorous testing, Path of Exile 2 devs finally convinced Nvidia to fix a driver bug by sending it an entire PC

We're finally free.

14. Get more than 100 games for just $10 in a new bundle supporting laid-off game devs

The Game Industry Hardship Fund bundle is live now on Itch.io.

15. Bulletstorm is the stupidest game ever made, and also one of the cleverest shooters ever

Enjoying the high-kicks and low-brows of a timeless FPS.

Robotics

1. FCC robot ruling shines a spotlight on U.S. policy; how next-gen AI can help warehousing

OSARO’s Derek Pridmore says warehouse robots are advancing, but real-world safety and reliability still depend on specialized, layered AI systems. The post FCC robot ruling shines a spotlight on U.S. policy; how next-gen AI can help warehousing appeared first on The Robot Report.

2. KUKA deploys Automation Management Platform for North American automakers

KUKA has deployed its Automation Management Platform at KTPO, a major manufacturing facility in Ohio. The post KUKA deploys Automation Management Platform for North American automakers appeared first on The Robot Report.

3. Procore Technologies acquires DroneDeploy for $845M

Procore will integrate DroneDeploy's visual intelligence technology to link the digital world with physical construction sites. The post Procore Technologies acquires DroneDeploy for $845M appeared first on The Robot Report.

4. 5 Physical AI infrastructure platforms shaping robotics in 2026

These five platforms address different challenges and provide the basis for the emerging physical AI tech stack, according to Lightwheel. The post 5 Physical AI infrastructure platforms shaping robotics in 2026 appeared first on The Robot Report.

5. DoorDash gains FAA certification to operate its own drone delivery program

The FAA approval came nearly a year after DoorDash unveiled its delivery robot and reflects its increasing interest in building automation in-house. The post DoorDash gains FAA certification to operate its own drone delivery program appeared first on The Robot Report.

6. Teradyne Robotics revenue rises 33% year over year in Q2

Teradyne Robotics said growth in the U.S. and in AI were big drivers for its revenue increase in the second quarter of 2026. The post Teradyne Robotics revenue rises 33% year over year in Q2 appeared first on The Robot Report.

Tech General

1. OpenAI reportedly finds evidence that more of its agents ran amok

OpenAI has reportedly found evidence of additional agent misbehavior as it looks into the incident that occurred with Hugging Face.

2. Rivian spinoff Also to start delivering e-bikes after months of delays

Also has big plans beyond the TM-B. The startup mostly refers to itself as a "vehicle" company and has plans to make four-wheel pedal-assist cargo vehicles for Amazon.

3. Silicon Valley loves young founders. Until it doesn’t.

AI tools have democratized the opportunity to build, shortening the timelines of success and enabling more young people to start successful companies without stepping foot inside a Big Tech company.

4. India is starting to pay for apps, not just download them

India's app market generated a record $345 million in Q2.

5. Google nixes its Earth AI feature one day after launch, amid criticism it would spread misinformation

A tool that allowed anyone to generate fake AI-generated imagery and superimpose it over real Google Earth maps quickly spurred backlash.

6. Fresh off its Wiz payout, Index Ventures raises $2B across three funds

The new funding brings Index's total available investing capital to $3.5 billion.

7. VC-backed startups commit moreΒ fraud,Β and researchers think they know why

New research from the U.K.’s Imperial College and France’s Emlyon Business School mapped out how Silicon Valley founders commit fraud β€” and the role investors play.

8. Sam AltmanΒ isn’tΒ the only one who wants to pump the brakes on AI

After years of pushing full speed ahead on AI, OpenAI CEO Sam Altman says maybe it’s time for the AI industry to β€œpace” itself. The comments came just days after one of OpenAI’s own models broke out of its test environment and got tangled up in a breach at Hugging Face β€” though as Equity’s hosts point out, sloppy security seems to have […]

9. Snapchat no longer rewards fully AI-generated Spotlight content

Snapchat has adjusted its recommendation systems to ensure that only videos created by real people are eligible for Spotlight recommendations, taking a stance against AI slop.

10. Siri AI could come with a paywall for power users

Apple CEO Tim Cook envisions users being able to buy more compute for Siri AI via Apple's existing iCloud+ subscriptions.

11. With Switch 2, iPhone, and laptop tricks, the Sharge Disk Pro 2 is finally a worthy EDC

Sharge, the company that makes delightful retro Mac-shaped chargers and see-inside batteries, is finally impressing me with a portable SSD. I couldn't recommend the Sharge Disk, Disk Plus, or even the Disk Pro, but I'd be happy to own the new Disk Pro 2 Ultra. This isn't just a drive. It's a 4K HDMI dock […]

12. Apple’s new AirTags are back down to their best price

We spotted a great deal on Tile trackers earlier this week that’s still live, but if you’re an iPhone owner, we ultimately recommend Apple’s latest AirTag. Right now, you can pick up a four-pack for $89 ($10 off) at Amazon and Target, matching the bundle’s all-time low price. If you’re a member, Costco also has […]

13. Google Earth’s AI deepfake tool only lasted one day

Google has shut down Google Earth feature it launched Thursday that allowed users to edit satellite images with text prompts using AI. The tool essentially let users create AI deepfakes of the real world using text prompts; Digital Digging's Henk van Ess, for example, intentionally generated images adding things like refugees near the Mexican border […]

14. The NHTSA is investigating 1.2 million Tesla vehicles over suspension failure reports

The National Highway Traffic Safety Administration (NHTSA) is probing nearly 1.2 million Tesla vehicles after receiving complaints about a suspension failure that could cause "a loss of vehicle directional control," as reported earlier by Reuters. The preliminary investigation includes the 2018-2020 Model 3 and 2021-2023 Model Y, according to a filing from the NHTSA's Office […]

15. Google might launch a β€˜Pixel Tag’

Google is seemingly working on an item tracker that might compete with Apple's AirTag. 9to5Google obtained an image of something called a "Google Pixel Tag" that has a small oval shape. The publication also linked to a Slovenian store listing about the Pixel Tag that describes the gadget as an item tracker with a speaker […]

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