AI building apps fast isn't news in 2026. What's different: two agents working in relay with zero human code.
@perplexity_ai Perplexity Computer architected PulseView in 6 hours. OpenAI Codex shipped 16 production commits over the next 18. Full multi-agent orchestration.
https://t.co/Ch9Gjdr4Vb
Full writeup: https://t.co/eChWjZO2VH
(and yes the video was made by Perplexity Computer)
We are investigating unauthorized access to GitHub’s internal repositories. While we currently have no evidence of impact to customer information stored outside of GitHub’s internal repositories (such as our customers’ enterprises, organizations, and repositories), we are closely monitoring our infrastructure for follow-on activity.
Just wiped the Mac Mini I set up for OpenClaw.
I’m turning it into an always-on devbox to use with Codex mobile.
Have a feeling this is gonna be amazing.
Your ChatGPT account is one of the most important and valuable digital accounts you'll ever have.
Secure it with Advanced Account Security today. https://t.co/VaSjEZ5ck5
Been working on a new voice assistant with the original realtime release and dropped this into the codebase with some prompt tweaks. So far, a much more natural conversation and feels less forced. Just had a casual chat with it over realtime.
Building voice applications with GPT-Realtime-2?
Our new prompting guide covers how to tune reasoning effort, use preambles, design tool behavior, handle unclear audio, capture exact entities, and maintain state in longer sessions.
https://t.co/9zfdhIX4Vq
We’re introducing the Cursor SDK so you can build agents with the same runtime, harness, and models that power Cursor.
Run agents from CI/CD pipelines, create automations for end-to-end workflows, or embed agents directly inside your products.
One detail from this story: the AI finding credentials laying around. I have moved to scrub all credentials stored anywhere in plaintext on my system. No more .env, no more ~/.aws/credentials, etc. I use fnox with a 1password backend.
cloudflare sandboxes are now generally available
agents get a real computer: terminal, interpreter, live preview urls, secure credentials. it sleeps when idle and wakes on demand
they can do actual engineering work: clone a repo, run tests, fix failures, repeat
that loop is what makes engineers effective. now agents have it
https://t.co/p7ooV6R9eQ
My friend Milla Jovovich and I spent months creating an AI memory system with Claude. It just posted a perfect score on the standard benchmark - beating every product in the space, free or paid.
It's called MemPalace, and it works nothing like anything else out there.
Instead of sending your data to a background agent in the cloud, it mines your conversations locally and organizes them into a palace - a structured architecture with wings, halls, and rooms that mirrors how human memory actually works.
Here is what that gets you:
→ Your AI knows who you are before you type a single word - family, projects, preferences, loaded in ~120 tokens
→ Palace architecture organizes memories by domain and type - not a flat list of facts, a navigable structure
→ Semantic search across months of conversations finds the answer in position 1 or 2
→ AAAK compression fits your entire life context into 120 tokens - 30x lossless compression any LLM reads natively
→ Contradiction detection catches wrong names, wrong pronouns, wrong ages before you ever see them
The benchmarks:
100% recall on LongMemEval — first perfect score ever recorded. 500/500 questions. Every question type at 100%.
92.9% on ConvoMem — more than 2x Mem0's score.
100% on LoCoMo — every multi-hop reasoning category, including temporal inference which stumps most systems.
No API key. No cloud. No subscription. One dependency. Runs on your machine. Your memories never leave.
MIT License. 100% Open Source.
https://t.co/KggwTqijmD
🚨 URGENT 🚨
if you have run npm install / bun install / equivalent in past couple hours
run this - if IoC is found your device is cooked, shut it down and get it to infosec/IT folks asap
🤨 People keep asking how to protect yourself.
#1: set min-release-age=7 in .npmrc
#2: install Socket for GitHub (it's free!) to protect PRs from bad dependencies: https://t.co/D9bsRJj65R
#3: install Socket Firewall (also free!) to protect your laptop: https://t.co/u1NRD57PQ8
you might scroll past this and think “cool little experiment” and then never think about it again but really this dude just tore the fabric of space time, web-based editorial design about to go crazy after 30 years of broken text rendering holding us back