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A senior Google engineer just dropped a 19-page PDF on "Loop Engineering" for LLM and agentic systems. Act → Observe → Learn → Repeat • Act: the LLM proposes a code transformation (tile this loop, parallelize that one). • Observe: a compiler runs it and reports back - is it valid? faster? slower? by how much? • Learn: the LLM reads that feedback and adjusts its next move. • Repeat until it stops finding improvements. The agent gets smarter purely from grounded feedback inside its own context window. This 19-page PDF totally changed the way I’m building agentic systems today. Read it now, then explore the article below.
@claudeai 2 in one day! Another Claude Update! Limits are running out!
🚨 WARNING: 43% of cloud setups at risk from new "IngressNightmare" flaws. Unauth RCE in Ingress NGINX Controller for Kubernetes could let attackers take over entire clusters—no creds needed. Over 6,500 exposed. 🔥 CVSS 9.8 | 5 CVEs | 1 attack chain | Total cluster compromise. Patch now → Versions 1.12.1, 1.11.5, 1.10.7 Disable admission controller if not needed Lock down external access to webhooks This isn’t the NGINX Ingress Controller you think it is. 👉 Full details + fixes → thehackernews.com/2025/03/critic…
@donbeave You’re in a good physical shape. I wouldn’t argue with you 🤣🤣🤣
A compilation of Kung Fu techniques
Java 24 / JDK 24: General Availability: mail.openjdk.org/pipermail/jdk-… Features: openjdk.org/projects/jdk/2… GPL-licensed OpenJDK builds from Oracle for Linux, MacOS and Windows are available here: jdk.java.net/24/
I've watched intro video at c4model.com and @simonbrown told don't use draw.io. But what do you think about draw.io with c4 extension?
@donbeave @lukaseder Time to process our source code via chatGPT 🤣🤣🤣
@gunnarmorling @oskar_at_net @shayrojansky I'm looking forward to :)
@oskar_at_net @gunnarmorling @shayrojansky Thx, but I try to avoid outbox pattern and I want to use pg_logical_emit_message PG function.
@gunnarmorling @oskar_at_net @shayrojansky @gunnarmorling I try to avoid implement the outbox pattern with Postgres. But I do not understand how I should do it. Do you have an example?
А можно сказать, что я девушка с запросами, если я каждый день использую sql?
I've created my own resume website - plotnikov.am. Thanks to @donbeave for let me know about Cloudflare Pages. #resume plotnikov.am
I prevented 368 redeploys this month using myJRebel. So far, I saved 14.9 hours of coding time - for free! bit.ly/RdvzQJ #myJRebel
Josefina Hilpert @HilpertJos91888
2 Followers 149 Following
Eugene Davydov @EvgeniyDev
8 Followers 38 Following
Tepikin Egor @lazDroid
12 Followers 33 Following
Юл. Он. @jul_on
46 Followers 25 Following
Andre @jazzybird23
21 Followers 107 Following Boring java dev at Sber💻 @sberbank. Dance teacher at Ivara🕺 @ivara_studio
Popov Ivan @Lacoster22
2 Followers 3 Following
Мишка П @p_s_ih
50 Followers 63 Following
Такой он,Тв�... @my_Altay
227 Followers 246 Following Другая сторона медали. Мы любим тебя, Алтай, но...
Kassidy OHara @kaskitty331
103 Followers 378 Following
Olesya Nikolas @whatkey
552 Followers 453 Following
Andrew Bille @AndrewBille
21 Followers 19 Following
Anna Bushueva @AnnaBushueva
17K Followers 10K Following Свадебный, портретный и рекламный фотограф. Сайт-портфолио ladie.ru E-mail: [email protected]
АI @ragestar
311 Followers 947 Following
Cameron Ward @cameronini33430
75 Followers 875 Following
Serial Stuff @serialstuff
27 Followers 230 Following
Zappos.com @Zappos
1.9M Followers 303K Following Your go-to destination for shoes & more! #WinTheDay![[English/Russian] Yet another Gaijin in Tokyo](https://pbs.twimg.com/profile_images/378800000725625743/b289c4b6abe804ba89abd6350e5a4eba.jpeg)
AutoInsForums @autoinsforums
214 Followers 1K Following We all pay too much for auto insurance, especially the good drivers.
Wan @Alibaba_Wan
32K Followers 13 Following Video & Image Generation Model from @Ali_TongyiLab Discord: https://t.co/RI6qTtAnFA
Hugging Face @huggingface
778K Followers 226 Following The AI community building the future. https://t.co/TpiXQMQ9rZ
Telegram Messenger @telegram
2.0M Followers 9 Following Simple, fast, secure – and synced across all your devices. One of the top 5 most-downloaded apps in the world with over 1 billion active users.
OpenAI @OpenAI
5.2M Followers 4 Following OpenAI’s mission is to ensure that artificial general intelligence benefits all of humanity. We’re hiring: https://t.co/dJGr6LgzPA
ClaudeDevs @ClaudeDevs
681K Followers 2 Following Official updates for developers building with @ClaudeAI
Patrick Moorhead @PatrickMoorhead
69K Followers 5K Following Founder, CEO, Chief Analyst @MoorInsStrat. Co-founder of @TheSixFiveMedia and @Signal_65. Ex-AMD CVP, Compaq (now HP/HPE), AltaVista dot-com survivor.
The Hacker News @TheHackersNews
2.3M Followers 2K Following The #1 trusted source for cybersecurity news, insights, and analysis — built for defenders and trusted by decision-makers.
Bruno Souza @brjavaman
17K Followers 758 Following Since 1995, helping software developers improve their careers and work on cool projects with great people! @Java Evangelist @JCP_ORG Executive @SouJava Leader
Math Cafe @Riazi_Cafe_en
54K Followers 113 Following The goal of this account is to encourage mathematical thinking.
Julian Goldie SEO @JulianGoldieSEO
172K Followers 2K Following Make money with AI 👉 https://t.co/Ppmk5h9rw3 Free SEO Strategy Session → https://t.co/wRv8ROcoTP
President Donald J. T... @POTUS
4.3M Followers 3 Following 45th & 47th President of the United States. The Golden Age of America Begins Right Now.
Donald J. Trump @realDonaldTrump
111.8M Followers 53 Following 45th & 47th President of the United States of America🇺🇸
Graeme Rocher @graemerocher
11K Followers 657 Following Creator of @grailsframework and @micronautfw, Architect at @Oracle Opinions are my own.
Java @java
576K Followers 751 Following The official page of the #1 programming language and development platform.
Pavel Durov @durov
3.6M Followers 1 Following Founder, CEO at @telegram (2013), founder, ex-CEO of @vkontakte (2006), part-time troll.
Testcontainers @testcontainers
13K Followers 28 Following Testcontainers is an OSS library that finally makes integration testing easy. Try it now https://t.co/8h6Ke2BauG
OpenJDK @OpenJDK
41K Followers 0 Following The place to collaborate on an open-source implementation of the Java Platform, Standard Edition, and related projects · 🐘 https://t.co/UtKelUz9Xh
Martin Fowler @martinfowler
356K Followers 162 Following Author on Software Development. Works for Thoughtworks. Also hikes, watches theater, and plays modern board games. He/him.
Simon Brown @simonbrown
28K Followers 754 Following Creator of the C4 model for visualising software architecture and Structurizr | Author of “The C4 Model” (O’Reilly, released summer 2026)
GraalVM @graalvm
25K Followers 84 Following GraalVM compiles your applications ahead of time into native executables that start instantly, scale fast, and use fewer compute resources 🚀
Java Champions @Java_Champions
54K Followers 360 Following The official Twitter account of the Java Champions, an exclusive group of Java technology and community leaders. Mastodon https://t.co/vghNLhalEo
President Biden Archi... @POTUS46Archive
35.5M Followers 5 Following This is an archive of a Biden administration account, maintained by the National Archives and Records Administration.
Brian Goetz @BrianGoetz
67K Followers 210 Following Java Language Architect at Oracle. Author, Java Concurrency in Practice (https://t.co/ddAm2rKwpE). Also, cats.
Gunnar Morling 🌍 @gunnarmorling
71K Followers 299 Following Technologist @Confluentinc · Ex-lead of Debezium · Spec lead of Bean Validation 2.0 · Creator of Hardwood, kcctl, JfrUnit, MapStruct · Java Champion · 🚴
Tepikin Egor @lazDroid
12 Followers 33 Following
The Micronaut Framewo... @micronautfw
13K Followers 48 Following A modern, JVM-based, full-stack framework for building modular, easily testable #microservice and #serverless applications. Managed by the Micronaut Foundation
Alexey Zhokhov @donbeave
105 Followers 282 Following CTO at @ChainArgos / Principal Architect at @Scentbird
Алексей @aplotnikov3
2 Followers 1 Following
Stefan Franke @stefanfranke
9 Followers 0 Following
Andre @jazzybird23
21 Followers 107 Following Boring java dev at Sber💻 @sberbank. Dance teacher at Ivara🕺 @ivara_studio
Elena @Elena_Krem
3 Followers 12 Following
Popov Ivan @Lacoster22
2 Followers 3 Following
Мишка П @p_s_ih
50 Followers 63 Following
Andrew Bille @AndrewBille
21 Followers 19 Following
Anna Bushueva @AnnaBushueva
17K Followers 10K Following Свадебный, портретный и рекламный фотограф. Сайт-портфолио ladie.ru E-mail: [email protected]
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