Luillyfe

AI/Cloud Engineer building smart tools | "Life is a Mario Bros game-like, it gets harder every time you level up" | Ex-Streamlit | GCP Architect | GDG Lead 🇨🇴

[Luillyfe @Luillyfe]

"If you are not getting the results you wanted maybe you should start thinking about the way you think" https://t.co/MtNlchIwd2

[Paul Graham @paulg]

The most important component of writing clearly is simply to have high standards for clarity. Then if you write something unclear, you notice, and ask: what did I mean to say? You can just keep doing this over and over. And if you have high standards for clarity, you will.

[Luillyfe @Luillyfe]

"It reasons over a sequence of events over time rather than an action in isolation" 🤯🤯🤯

Runtime Verification vs Runtime Authorization

[Philipp Schmid @_philschmid]

Gemini Managed Agents Dev Guide: 1 API call = Gemini 3.5 Flash + Antigravity Harness + remote Linux sandbox. No infra, no orchestration.

- Antigravity quickstart (code/files/browsing)
- Persistent multi-turn + streaming
- Custom agents (AGENTS.md + mounts)
- Ops: snapshots, allowlists, egress creds

[Thomas Kurian @ThomasOrTK]

Today we’re introducing Google AI Threat Defense - a comprehensive AI-powered cybersecurity solution designed to help continuously monitor for and stop AI-powered threats before they can impact your business. Here’s how it works:

1. AI Threat Defense uses our cybersecurity platform @wiz_io to scan and prioritize what applications and systems have the highest security risk.
2. Gemini and other frontier AI models can then autonomously perform continual deep scanning of your applications - starting with those at the highest risk - to identify security vulnerabilities.
3. The capabilities of CodeMender - a new software repair agent - are then used to verify and accelerate the patching of vulnerabilities.
4. And our @wiz_io autonomous agents continuously test your systems to find unknown vulnerabilities before adversaries do so that you can remediate them before you are attacked.

While other model providers focus on using AI to find and flag vulnerabilities, Google AI Threat Defense actively prioritizes your most critical real-world risks and accelerates their remediation using a variety of models since no single model finds a superset of the vulnerabilities found by all other models.

[ᴅᴀɴɪᴇʟ ᴍɪᴇssʟᴇʀ 🛡️ @DanielMiessler]

Claude Code is about to release a feature called /workflows that I think will be extremely significant.

Especially for Enterprise AI.

I talked about this in 2024 in a post called Companies Are Just Graphs of Algorithms.

Basically the idea is that all work is just an algorithm, i.e., a series of steps to accomplish a goal.

Skills and Cowork have been heading in this direction already, and we've seen what that's done to company valuations in various spaces.

Well this is closer to the final form.

It's turning the regular, expected work that's done in companies into pseudo-deterministic workflows that follow defined SOPs.

The human role will be determining what problems to solve (taste, expeirence, etc), building new products from that, and then optimizing these workflows from above.

But the work itself will be these workflows executed according to SOPs.

[Addy Osmani @addyosmani]

The full video for our "fireside chat on the evolution of developer craft" is live: https://t.co/baSTziDwOz with @rseroter @the_thagomizer & Ciera Jaspan

[Naval @naval]

A man expresses love through duty.

[Craig Weiss @craigweiss]

a founder expresses love through shareholder value

[Garry Tan @garrytan]

A 6-person team is building task-specific AI models that are 4-8x faster than anything from OpenAI or Anthropic. 500K downloads on HuggingFace. No hype. Just better engineering winning on the merits.

This is what "make something people want" looks like in the model layer.

https://t.co/nsf8b31xha

[Addy Osmani @addyosmani]

"Cognitive surrender is when you stop thinking altogether and blindly accept the answer the AI gives you"

[👩‍💻 Paige Bailey @DynamicWebPaige]

pov: you’re about to lock in at the #googleio hackathon this long weekend (and maybe get brown contact lenses?) 👩‍💻✨

sf locals: pull up tomorrow and come build something amazing with me, @cerebral_valley and @googledeepmind at @SHACK15sf, link below 👇

[Philipp Schmid @_philschmid]

We published a new guide for streaming in the Gemini Interactions API that should building streaming applications super easy. Point your agent to it and let them do the rest.

[Mark Manson @Markmanson]

Eventually you’ll realize that it’s better to be disliked for who you are than liked for who you are not. Then everything will change.

[Addy Osmani @addyosmani]

https://t.co/jKCIAEzai7

[Ara Kharazian @arakharazian]

ANTHROPIC beats OpenAI in business adoption for the first time. per @tryramp data

Today's update of Ramp AI Index shows 34.4% of businesses using Anthropic versus 32.3% using OpenAI.

Adoption of Anthropic quadrupled over the last year, while OpenAI rose only 0.3%.

[Chubby♨️ @kimmonismus]

Three researchers used Anthropic's Mythos to build a working macOS kernel exploit that bypasses Apple's M5 Memory Integrity Enforcement, a security system Apple spent five years and billions of dollars building.

Bug found April 25. Working exploit May 1. Walked into Apple Park to deliver the report in person.

MIE was the flagship security feature of the M5 and A19, designed to kill the entire memory corruption bug class. According to Apple's own research, it disrupted every known public exploit chain against modern iOS.

Calif didn't break MIE. They walked around it. Data-only attack, no pointer manipulation, standard syscalls from an unprivileged user to root.

The 55-page technical report drops after Apple patches.
This is the story of the year in cybersecurity.

[Google Cloud Tech @GoogleCloudTech]

Go beyond simple chatbots and build a distributed multi-agent system—this codelab will show you how → https://t.co/LLWYdmkIu6

Build the architecture needed to enable multiple agents to work together to achieve a shared goal.

[Y Combinator @ycombinator]

Paul Graham (@paulg) whether founders should move to Silicon Valley, and what it takes to build a startup hub anywhere else.

Live from our YC | Stockholm event on April 29, 2026.

01:01 – Why the Big Center Matters
02:45 – The Power of Serendipitous Meetings
04:36 – Investors Move Faster in the Valley
06:03 – Respect Follows the Move
07:59 – The Dropbox Story
09:10 – Measuring Yourself Against Big Fish
12:21 – Silicon Valley's Pay-It-Forward Culture
15:36 – How to Help Stockholm Thrive
17:24 – YC as the Optimal Path
19:54 – Could Stockholm Become The Silicon Valley of Europe?

[ClaudeDevs @ClaudeDevs]

Claude Code weekly limits are increasing 50%, now through July 13.

Live now for all Pro, Max, Team, and seat-based Enterprise users.

[Carnivore Aurelius ©🥩 ☀️🦙 @AlpacaAurelius]

you need to be delusionally optimistic

negative thinking poisons your brain and leads to congitive decline

whereas positive thinking, and gaslighting yourself into thinking everything is amazing, ACTUALLY makes your life amazing too.

you must be a silly goose