One AI agent that reads your calendar, browses the web, and acts "as you" is incredibly convenient, and a perfect attack surface. In Tag1's lFabian Franz explains AI agent security with the three S's. https://www.tag1.com/blog/how-to-think-about-ai-agent-security/

Part 3 of Tag1's LLM series builds a full GPT‑2‑style transformer: embeddings, multi‑head attention, layer norm, residuals, GELU MLPs, 12 blocks, 87M params. https://www.tag1.com/how-to/part3-model-architecture-building-an-llm-from-scratch/ #AI #LLM #Rust #Transformers #MachineLearning

AI isn't magic—it's leverage. In this AI Applied post, we used AI to refactor a monolithic JS app, migrate it to VueJS, improve styling, and test new approaches fast. It worked. It failed. And the balance mattered. Read the full post: tag1.co/nun

From research to iteration, discover how Tag1's UX/UI leaders use research, collaboration, and iteration to turn subtle UX friction into measurable business results in our latest #Tag1TeamTalk! Tune in today! https://www.tag1.com/tag1-team-talks/beyond-pretty/

Is your web development process living in the past? Tune in to #Tag1TeamTalks to explore modern local development environments with industry experts and see why tools like #DDEV are essential for today's developers. https://www.tag1.com/tag1-team-talks/navigating-local-development-landscapes/

Combinatorial scheduling gets wild fast. This post shows how AI helped design fair, deterministic tournament scheduling in PHP, without solver engines. Worth the read: https://www.tag1.com/blog/building-tactician-with-ai/ #AIApplied #AIInPractice #PHPDev #EngineeringLessons

Transformers aren’t magic; they’re tensor math. In Part 2 of Feste, we build a tensor library from scratch in Rust and show how attention, normalization, and embeddings emerge from real memory layouts and CPU constraints. #AI #AIApplied #Transformers #RustLang #Systems www.tag1.com/how-to/part2...

Ever feel like your tools aren't giving 100%? Scott Hadfield shows how Tag1 keeps multi-step AI work reliable and accurate. https://www.tag1.com/blog/how-to-deal-with-ai-agents/ #AI #AIApplied #Workflow #DigitalTools

AI didn't just speed this up, it made it possible. Read how it worked : https://www.tag1.com/blog/building-tactician-with-ai/ #AIApplied #PHP #SoftwareEngineering #OpenSource #DevStories

From Yahoo to Tag1, Dr. Duru Ahanotu's journey to creating the Insights Supply Chain Framework offers a compelling story and impactful solutions. Listen to our podcast and learn how to l... https://www.tag1.com/tag1-team-talks/turning-data-into-decisions/ #DataStrategy #PodcastSeries #Tag1TeamTalks

If you want to understand how a language model truly works read part 1 of our 6 part series. https://www.tag1.com/white-paper/part1-tokenization-building-an-llm-from-scratch-in-rust/ #OpenWeb #TechCommunity #MachineLearning #DeepLearning #LLM #AIApplied #AI #Rust

AI can do amazing things, but sometimes it slacks off. See how workflow orchestrators keep tasks on track and make sure nothing gets skipped. https://www.tag1.com/blog/how-to-deal-with-ai-agents/ #AI #AIApplied #TechTips #Productivity

Ever wondered what it's like to build your first Android app with the help of AI? Tag1 developer Ra Mänd used Claude Sonnet 4 and Cline, he created QR Reader Light, no-ads QR scanner in less than 20 hours. https://www.tag1.com/blog/building-qr-reader-light-with-ai/

Join Michael Meyers and Dr. Duru Ahanotu as they explore the ground-breaking Insights Supply Chain Framework. Understand why it's time to rethink traditional Business Intelligence. Catch the new episode now! https://www.tag1.com/tag1-team-talks/turning-data-into-decisions/ #DataScience #Podcast

Part 1 of our 6 part series on building a language model is now live. Read Part 1: https://www.tag1.com/white-paper/part1-tokenization-building-an-llm-from-scratch-in-rust/ #TechCommunity #MachineLearning #LanguageModels #DeepLearning #OpenSource

We just published a new post in Tag1's AI Applied series: Developer Ra Mänd used Claude Sonnet 4 + Cline to build QR Reader Light, a clean, ad-free QR scanner for Android. What's cool about it: – B... https://www.tag1.com/blog/building-qr-reader-light-with-ai/ #AI #Android #Kotlin #Tag1 #AIApplied

Automated load testing is safer with a killswitch. Claude Code assisted in building and refining Goose's new control feature. Learn more: https://www.tag1.com/blog/enhancing-goose-load-testing-with-ai/ #Goose #LoadTesting #WebPerformance #DevOps

Goose load tests can fail or run too long. Claude Code helped implement a killswitch that stops tests safely and automates prewarming. Full post: www.tag1.com/blog/enhanci... #Goose #LoadTesting #WebPerformance #DevOps

Claude AI nailed task categorization, pivot tables automated subtotals, and reporting now takes 1 hour instead of 10. https://www.tag1.com/blog/ai-automation-improved-accuracy-reduced-reporting-time/ #DataDriven #Efficiency #AI

Our white paper exposes: all AI companies hide their training data. Even "open source" models tell you HOW MUCH but never WHERE it came from. Training Data = What the model knows & How it thinks Read: What Makes Each LLM Different https://shorturl.at/0yhTu #AppliedAI

10 hrs → 1 hr. We used AI + Google App Scripts to slash client reporting time by 90%! Faster, accurate, stress-free. https://www.tag1.com/blog/ai-automation-improved-accuracy-reduced-reporting-time/ #AI #Automation #ProjectManagement

It's here! Tag1 has released the first public Drupal 7 core security update since D7 reached end-of-life. This update includes: • A fix for a JavaScript prototype pollution vulnerability • PHP 8.4 compatibility updates Keeping the Drupal 7 community secure matters. https://bit.ly/3XxUg3A

#AI tools just Tag1's helped Janez Uverc contribute to an open source platform Home Assistant without knowing the codebase. Claude implemented the feature, Copilot reviewed it. The barrier to open-source contribution has never been lower. https://bit.ly/3JA9PES

Tag1's Janez Urevc used AI (Claude + GitHub Copilot) to quickly contribute to Home Assistant, overcoming the typical weeks-long codebase study. Learn how this workflow lessens the knowledge barrier for complex codebases. Read more: https://bit.ly/3JA9PES #AI #Development #AppliedAI

Tag1's first public #D7ES release is almost here. Security fix + PHP 8.4 compatibility = keeping Drupal 7 safe beyond EOL. Announcement soon: https://d7es.tag1.com/announcements#D7ES#Tag1D7ES #Drupal7

Our whitepaper shows all #LLMs suffer "context rot" - they forget the middle of long prompts. That million-token context window? Marketing. Pro tip: Put critical info at START and END. Full guide: https://tag1consulting-5146931.hs-sites.com/white-paper-what-makes-each-llm-different#LLMs#AppliedAI

Join Mark Felton, Dir. of Technical & Strategic Solutions at Tag1, at New England Drupal Camp for his session: "Make Web Performance Matter: A Fresh Look at Tools and Techniques." Get your tickets today: ti.to/nedcamp/2025... #NEDCamp #Drupal #WebPerformance #DevOps #WebDev

Project Managers often spend hours compiling reports. Tag1's Patricia Chang built an AI dashboard in 2 weeks that unified Jira, Clockify & Runn, cutting reporting time to seconds. Curious how? Read here: http://tag1.com/blog/ai-powered-pmo-business #PMO #AI #ProjectManagement

Coming soon: Tag1's first Drupal 7 core release under D7ES, with a JS security fix + PHP 8.4 compatibility. Stay tuned for the full announcement. https://www.tag1.com/blog/drupal-7-extended-support-core-release/

Performance testing isn't optional, it's essential. Tag1's pre-launch Drupal CMS 2.0 testing caught major issues before release: Mercury theme CSS problems, Canvas cache disabling, and more. Details here: https://www.tag1.com/blog/drupal-cms-performance-testing/ #DrupalCMS #DrupalTech

Fun fact: When an #LLM writes confident-sounding nonsense, it's not 'broken', it's doing exactly what it was designed to do. It's not a bug. It's math with no concept of truth. Our new white paper explains why, plus the actual engineering under the hood: www.tag1.com/white-paper/... #TechEthics

What if your project risks flagged themselves? In Tag1's latest blog, Sr. Project Manager, Patricia Chang shares how she used #AI to build a PMO dashboard that highlights budget, PTO & deadline conflicts instantly. Details: https://www.tag1.com/blog/ai-powered-pmo-business/#AI#PMO #AppliedAI

Here is how to make Notion smarter. Jeff Sheltren walks through using the Model Context Protocol (MCP) to link Claude Code to Notion, securely and privately. https://tag1.com/blog/how-to-connect-claude-code-with-notion-using-mcp #ClaudeAI #AIIntegration

Tag1 has unveiled a new brand identity and redesigned website, marking its evolution beyond Drupal. The refreshed @tag1consulting.com highlights expanded work in AI, data strategy, and performance architecture—while reaffirming its open-source roots. 🔗 https://bit.ly/48t3Ag5 ##Drupal #Tag1

New from Tag1's AI Applied series Partner & CIO Jeff Sheltren shows how to integrate Claude Code with Notion using MCP to safely connect AI with your internal data. https://tag1.com/blog/how-to-connect-claude-code-with-notion-using-mcp #AIApplied

Tag1 Partner & CIO Jeff Sheltren used AI to fix something every team struggles with: messy documentation. Here's how AI became his collaborator. https://tag1.com/blog/how-ai-helped-tame-our-documentation/ #AIApplied

AI as a content detective. AI as a tireless intern. Human oversight as the key ingredient. Tag1's Jeff Sheltren shares how AI helped reorganize our entire documentation system, fast. 🔗 tag1.com/blog/how-ai-helped-tame-our-documentation/ #AI #AIinBusiness #OpenSource

After 18+ years in open-source, we've grown from Drupal roots to AI, scalable platforms, and data solutions. Still the team organizations trust when performance is critical. See our evolution → https://www.tag1.com/blog/introducing-new-tag1/ #Tag1 #Drupal #OpenSource #AI #DigitalInnovation

In our latest #AI Applied post, Mauricio Dinarte experiments with Claude Code to enhance a #Drupal module by creating a #GUI for features previously only available via #CLI. AI sped things up, but also reminded us: you must validate and control the output. Read more: https://tinyurl.com/7yx634ba

🧪 Tag1 Consulting put AI-assisted TDD to the test in Drupal’s autosave_form module. Sebastian Leu’s experiment shows AI can scaffold tests and speed feedback—but still needs human debugging. Read the TDT summary 👉 https://bit.ly/4mBk213 ##Drupal #AI #Testing #Tag1 @tag1consulting.com‬

Tag1's Sebastian Leu put #AI to work on #Drupal's 'autosave_form' module as an internal experiment, leading to faster automated test writing, faster dev cycles and fewer regressions, with hands-on oversight of course. Read more: https://tinyurl.com/4cm9bsmc

Discover how we're using #AI to improve load testing outcomes, focusing on code quality and consistency, through a practical look at AI in software development. Read more: https://www.tag1consulting.com/blog/beyond-code-generation-how-ai-enhanced-our-load-testing-workflow-and-documentation

AI strengthened Goose Load testing at Tag1. Validation became more reliable, documentation stayed current, and workflows became reusable. Full Story → https://www.tag1consulting.com/blog/beyond-code-generation-how-ai-enhanced-our-load-testing-workflow-and-documentation #AppliedAI #Drupal

Check out our first post from our CEO Jeremy Andrews as he discusses Tag1's approach to #AI. Learn how Tag1 will share its journey of integrating AI into real business operations - the successes, failures and lessons learned. #Technology https://www.tag1consulting.com/blog/tag1-applied-ai

Tag1 is proud to support #Drupal communities worldwide through sponsorships and knowledge sharing at major events this Fall! Check out our latest blog post for the details! bit.ly/45rvTIu

📘 @tag1consulting.com‬ has released a free e-book for Drupal 7 → 10/11 migrations, based on Mauricio Dinarte’s 31-part blog. Insights from Lucas Hedding and Michael Meyers make this a must-read for devs tackling complex data moves. 🔗 https://bit.ly/4l6rbFY ##DrupalMigration #Drupal10 #Drupal11

Data migrations are often the most challenging part of Drupal upgrades. Tag1's new free e-book solves this with a comprehensive, step-by-step guide and practical tools. Learn more in our newest Tag1 Team Talk. https://bit.ly/4kKJ25c

Tag1 D7ES customers: Apache Solr 8.x & 9.x support is here! Your #Drupal7 sites can now use modern Solr versions instead of EOL 7.x! With Tag1 D7ES you get enhanced security, better performance and improved scalability! Learn more: www.tag1consulting.com/blog/tag1-d7... #WebDev #ApacheSolr

SOC 2 compliance is a complex process. Tag1 navigated it in just six months with the help of Vanta and BD Emerson. The result? Enhanced security, a Trust Center, and stronger business processes. Learn more: https://bit.ly/3ETxFsR #SecurityCompliance #SOC2

When it comes to security, we don't take shortcuts. Tag1 completed SOC 2 compliance in record time and built a Trust Center to prove it. Ready to partner with a team that takes security seriously? https://bit.ly/3ETxFsR #SecurityFirst #SOC2