AI & ML - CodeNest

Debugging AI Apps Shouldn't Mean Grepping Five Dashboards — Introducing Obyflow

Something broke in your app last night. A checkout flow failed, an LLM call timed out, a vector search came back empty — you don't know which, and you're not going to find out by scrolling through a wall of logs across three different services. That's the problem I kept running into while building

AI & ML 09-03 44 Dev.to (EN Zone)

Oracle First: Routing AI-Generated Diffs With a Glossary and Four Leaves

Consider this scene. It is a composite, not a personal war story. An agent ran overnight on a leftover prompt. Morning git status showed fourteen files. Two of them implemented the requested endpoint. The rest were a new logger, a renamed helper, a rewritten Dockerfile, and a README that now contra

AI & ML 09-03 20 Dev.to (EN Zone)

Capsule Security Launches ‘AI Circuit Breaker’ to Stop Rogue Agents

New models, trained using NVIDIA Nemotron 3 Ultra, aim to catch rogue agent behavior before it executes, without the latency of large-model review. The post Capsule Security Launches ‘AI Circuit Breaker’ to Stop Rogue Agents appeared first on SecurityWeek.

AI & ML 09-03 18 SecurityWeek

A two-person rule for AI coding agents

I run two coding agents on one repo — one building, one reviewing. For months the "get a review first" rule was a line in a system prompt. It held right up until the builder was unattended for a few hours. Then it would skip the review, or review its own work, or get a real approval and quietly reba

AI & ML 09-03 14 Dev.to (EN Zone)

Ask HN: Why are OpenAI, Claude, and Grok simultaneously down? Coincidence?

https://status.openai.com https://status.claude.com https://status.x.ai Comments URL: https://news.ycombinator.com/item?id=49551096 Points: 79 # Comments: 60

AI & ML 09-03 18 Hacker News (EN Zone)

Elevated errors across ChatGPT and Codex

Article URL: https://status.openai.com/incidents/01M1KWEDH417T2CF44YYHZDFCR Comments URL: https://news.ycombinator.com/item?id=49550886 Points: 9 # Comments: 2

AI & ML 09-03 17 Hacker News (EN Zone)

Codex Is Down

Article URL: https://github.com/openai/codex/issues/28756 Comments URL: https://news.ycombinator.com/item?id=49550769 Points: 28 # Comments: 12

AI & ML 09-03 19 Hacker News (EN Zone)

ChatGPT Is Throwing 404

Article URL: https://chatgpt.com/ Comments URL: https://news.ycombinator.com/item?id=49550614 Points: 125 # Comments: 60

AI & ML 09-03 20 Hacker News (EN Zone)

Grounding LLMs with JEPA-based world models trained in simulation — has this been tried? [D]

LLMs describe physics well but don't "understand" it in any grounded sense — they've learned statistical relationships between tokens like "falls" and "gravity", not actual physical intuition. This is basically the Mary's Room problem: Mary knows every physical fact about color but has never seen on

AI & ML 09-03 26 Reddit r/MachineLearning

How to ensure the UI is Humanized

I am doing a react native project, where i genrated some UI picture mockup in chat GPT and based on that I genrated some sample pure HTML again chatgpt and later the whole syatem was developed using sonnet where the system was audited by fable 5. For UI i have used some skill in claud which helped t

AI & ML 09-03 20 Reddit r/webdev

HiddenLayer Raises $100 Million for AI Runtime Security

The Austin-based company will invest in agentic runtime security capabilities to secure AI coding agents. The post HiddenLayer Raises $100 Million for AI Runtime Security appeared first on SecurityWeek.

AI & ML 09-03 19 SecurityWeek

Why System Prompts Won't Save Your AI Agent: Building Architectural Injection Immunity

Every week, a new paper or blog post claims to have found the "magic system prompt" that prevents LLM prompt injection. And every week, someone with a creative base64 payload, zero-width spaces, or a nested translation trick shatters it in five minutes. Relying on system prompts to protect an auton

AI & ML 09-03 22 Dev.to (EN Zone)

Four Ways Your Background Job Disappears (And How to Stop Each One)

Hello, I'm Maneshwar, and I'm building LiveReview — a blast-radius aware AI code review built for your business-critical systems. Star us to help devs discover the project, give it a try, and share your feedback to help improve the product. A user signs up on your app. They type an email and a pa

AI & ML 09-03 18 Dev.to (EN Zone)

AI Agent Firewall Startup AIR Security Emerges From Stealth With $50 Million

The startup’s firewall evaluates AI skills, plugins and MCP servers for malicious instructions, excessive permissions and software supply chain risks. The post AI Agent Firewall Startup AIR Security Emerges From Stealth With $50 Million appeared first on SecurityWeek.

AI & ML 09-03 14 SecurityWeek

A dark horse enters China's AI race: StartLux

Article URL: https://chinaonchina.com/article/chen-dawei-returns-enters-the-large-model-sector Comments URL: https://news.ycombinator.com/item?id=49548530 Points: 13 # Comments: 1

AI & ML 09-03 19 Hacker News (Front Page)

The economics of agent scale: tokens, ROI, and building platforms for AI-first teams (Part 2)

Andi Gutmans, head of Agentic Data Cloud at Google, returns for the second half of his Leaders of Code conversation to talk through the cost and infrastructure side of agentic development. ICYMI, part one covered judgment, code review, and data activation.

AI & ML 09-03 22 Stack Overflow Blog

4 must-ask questions before you delegate to your AI agent

Before you automate a task with AI, run it through these questions. Because customers draw the line when it comes to money, health, and signatures.

AI & ML 09-03 17 Twilio Blog

Palo Alto Networks paid $500M for Thrive-backed Console, sources say

The acquisition also leaves Sequoia-backed Serval as the de facto startup leader in AI IT service automation, industry watchers believe.

AI & ML 09-03 17 TechCrunch

TechCrunch Disrupt 2026’s new Real World AI Stage features Nvidia, robots, and extinct animals

On our new Real World AI stage, we’ll be focusing on the intersection between the digital and physical, and all the ways we’ll continue to see a blending of the two.

AI & ML 09-03 18 TechCrunch

Decoding the new AI lingo: Loops, harnesses, squads, hill climbing… oh my!

From loop engineering to harnesses, squads, and open weights, the GitHub Podcast breaks down the AI terms showing up in developer conversations. The post Decoding the new AI lingo: Loops, harnesses, squads, hill climbing… oh my! appeared first on The GitHub Blog.

AI & ML 09-03 16 GitHub Blog