Proud to support our own Kristiaan Van den Eynde as a speaker at Drupal Developer Days in Athens next week!

His talk asks the hard question: If AI is replacing junior devs, who replaces us when we leave? Don't miss it. #DDD26 #Drupal http://tag1.co/dz5

Building the Dashboard Collaborator: Getting Every Voice Heard Before the First Dashboard Meeting Learn how Tag1 Data Strategist Dr. Duru Ahanotu built an AI tool that conducts structured stakeholder interviews in Slack and synthesizes the input into a unified requirements doc.

Dashboard projects don't fail in the build phase. They fail in the "everyone has a different idea of what we're building" phase.
We built an AI interviewer to fix that. Read how we built it → http://tag1.co/1d7
#AI #DataAnalytics #DataStrategy #Tag1

Keeping Open Source Projects Alive and Current With Claude Code Scheduled Tasks Learn how Scott Hadfield, Senior Engineer & Project Lead runs a free open source safety tool indefinitely on $5/month, with a daily Claude Code task handling all routine maintenance automatically.

To keep Treksafer maintainable, Scott Hadfield has a CLAUDE.md and dependency audit skill committed to the project, and a scheduled Claude Code task with a GitHub token that runs at 9am each day. http://tag1.co/593001
#ClaudeCode #Treksafer #AIinPractice

Part 1: Tokenization, Building an LLM From Scratch in Rust Learn how to build a language model from scratch in Rust, starting with part 1 of 6: tokenization, BPE, and vocabulary trade-offs.

Now available a 5-part series documenting how to build a GPT-2 style language model from scratch in Rust Part 1 starts here: www.tag1.com/how-to/part1-tokenizatio...

From an Idea to Two Languages: How AI Transformed a Slack Command into a Learning Journey “How AI helped transform a simple Slack translation command into a multilingual, Rust-powered learning project.”

Most developers use AI to write code faster.

Francesco Pesenti, Senior Engineer at Tag1 Consulting, found the real leverage somewhere else entirely.
Two languages. Three LLM providers. One lesson that changes how you work with AI: http://tag1.co/lhc

#AI #OpenSource #Rust #AIApplied

Keeping Open Source Projects Alive and Current With Claude Code Scheduled Tasks Learn how Scott Hadfield, Senior Engineer & Project Lead runs a free open source safety tool indefinitely on $5/month, with a daily Claude Code task handling all routine maintenance automatically.

Scott Hadfield built Treksafer, a free public safety tool for backcountry travelers. He now uses a daily Claude Code task to audit dependencies, flag security issues, create PRs, and alert of new issues or PRs. http://tag1.co/593001

#OpenSource #ClaudeCode #Treksafer

Get in Touch With Tag1 Contact Tag1 to tell us about your project or just to learn more!

#DrupalCon Chicago 2026 — that's a wrap! A great week of innovation and community. Session recordings coming soon. Missed our sneak peeks of Tag1's AI Site Builder or AI Search? Get in touch, we'll walk you through it https://www.tag1.com/contact/
#OpenSource #Drupal #Tag1 #AISiteBuilder #AISearch

Preparing File Upload Secure Validator for Drupal 12 with AI Stefanos Petrakis shares how AI overhauled File Upload Secure Validator, improving tests and CI to prepare it for Drupal 12 in Tag1’s Applied AI series.

From "I'll Get to It" to Done. Stefanos Petrakis, maintainer of the File Upload Secure Validator module, shows how he used AI to modernize a small but widely used Drupal security module and prepare it for Drupal 12. http://tag1.co/a1y

#DrupalSecurity #Tag1 #AIApplied #AI

Drupal content moderation just evolved from single-item to site-wide staging. Fabian Franz & Peta Hoyes present how Workspaces enables comprehensive content staging: preview entire change sets, external previews, scheduling and rollbacks. Wed 3/25, 3pm CDT, at DCon Chicago.
#Drupal #CMS #DrupalCon

Migrating a 15-year-old site from Drupal 7 to 11 with structured AI methodology. Marco Molinari (Tag1) presents BMAD approach, honest assessment of what worked/didn't, and where AI delivers vs where experience matters. Wed 3/25, 3pm CDT at DCon Chicago. #DrupalCon #Drupal #Migration #AI #WebDev

Building the Governance Layer: Tag1 Joins the Drupal AI Initiative AI agents need governance. Tag1 has joined the Drupal AI Initiative, extending Workspaces to bring staging, review and rollback to AI-driven changes.

Flashy AI features are easy. Getting governance right is hard. Tag1 is helping define the contracts that let AI tools plug into Drupal Workspaces safely, with audit trails and rollbacks built in. http://tag1.co/77927b

#Tag1 #AIOps #Drupal

What do you do when you need to test Drupal at government scale?
You build DTT. Then you open source it.
Moshe Weitzman presents the story + real examples at #DrupalCon Chicago 3/24, 9am
One of 3 Tag1 sessions. See you there!

#Drupal #DrupalCon #Tag1Consulting

Preparing File Upload Secure Validator for Drupal 12 with AI Stefanos Petrakis shares how AI overhauled File Upload Secure Validator, improving tests and CI to prepare it for Drupal 12 in Tag1’s Applied AI series.

A decade‑old Drupal security module, 10k+ sites, and a lot of red in CI. Stefanos Petrakis, used AI to help overhaul and prep it for Drupal 12. Read the full post: http://tag1.co/a1y

#Drupal #AI

Building the Governance Layer: Tag1 Joins the Drupal AI Initiative AI agents need governance. Tag1 has joined the Drupal AI Initiative, extending Workspaces to bring staging, review and rollback to AI-driven changes.

AI agents that can change your Drupal site without review are a production risk. Tag1 is extending Workspaces in the Drupal AI Initiative so agents get staging, approval, and rollback by default. Read: http://tag1.co/77927b

#Tag1AppliedAI #Drupal #DrupalAI #OpensourceAI

Building the Governance Layer: Tag1 Joins the Drupal AI Initiative AI agents need governance. Tag1 has joined the Drupal AI Initiative, extending Workspaces to bring staging, review and rollback to AI-driven changes.

As a Certified Gold Partner and Maker in the Drupal AI Initiative, Tag1 is extending Workspaces so AI agents work in governed branches with review and rollback, just like human editors. http://tag1.co/77927b

When Good Links Go Bad: How AI Cut Link Verification in Drupal’s Metatag Module from Hours to Minutes “Sammy Gituko shows how AI sped up fixing broken links in Drupal’s Metatag module, improving documentation reliability and contributor efficiency.”

We just cut a 3-hour task to 15 minutes. The AI couldn't make the contextual decisions and needed human judgment for the parts that mattered most. Learn more here: http://tag1.co/wro

#ArtificialIntelligence #AI #Drupal #SoftwareDevelopment #DigitalTransformation #WebDevelopment

Exploring the Future of the Drupal Group Module Tag1's Kristiaan Van den Eynde, creator of the Drupal Group module, previews Group 4: ecosystem consolidation, redesigned workflows and public/private Groups.

Dive into the future of #Drupal's Group Module with Michael Meyers and Kristiaan Van den Eynde on our latest Tag1 TeamTalk! Discover insights on module evolution, architecture, and the art of managing large-scale software. A must-listen for anyone in the Drupal community. http://tag1.co/77n

Exploring the Future of the Drupal Group Module Tag1's Kristiaan Van den Eynde, creator of the Drupal Group module, previews Group 4: ecosystem consolidation, redesigned workflows and public/private Groups.

Explore the evolution and future of Drupal's #Group module with insights from maintainer Kristiaan Van den Eynde. Join us for a revealing conversation on Tag1 Team Talks. http://tag1.co/77n
#Drupal

The Practical Path to AI Search A practical guide to AI Search: Google‑style conversational UX and sentiment intelligence on your stack, no vector database required.

The Practical Path to AI Search. A clear, practical look at how modern site search can deliver better answers, better experiences, and better insight without added complexity. Built from real production work at Tag1. Read the Guide: http://tag1.co/h3j
#Scalability #UserExperience #WebDevelopment #AI

Mastering the Data Organization Matrix (DOM): The Insights Supply Chain Framework - Part 3 Tag1’s Dr. Duru Ahanotu explains the Data Org Matrix, data as a core competency, and how to structure modern data‑driven organizations.

Check out the latest episode of #Tag1TeamTalks as we learn more about the Insights Supply Chain Framework with Dr. Duru Ahanotu. Discover the Data Org Matrix and its impact on data-driven decisions in your organization. http://tag1.co/1vh

The Practical Path to AI Search A practical guide to AI Search: Google‑style conversational UX and sentiment intelligence on your stack, no vector database required.

People expect search to explain, not just list pages. This guide shows how to build faster, clearer search experiences that help users find answers, and help teams understand what's working.
The Practical Path to AI Search: http://tag1.co/h3j
#Scalability #UserExperience #WebDevelopment #AI

Centralized vs. Decentralized Data Teams: The Insights Supply Chain Framework Part 2 Part 2 of Michael Meyers' and Dr. Duru Ahanotu's talk about the Insight Supply Chain, focusing on how orgs choose centralized vs. decentralized data teams

Want to leverage your data for better insights? Check out our Tag1 TeamTalk podcast with Dr. Duru Ahanotu, who discusses the Insight Supply Chain Framework and the impact of team organization on your data strategy. http://tag1.co/sct

#DataStrategy #BusinessStrategy

Speed up your testing with Deuteros Learn how AI helped, Francesco Plcella, speed up Drupal testing with Deuteros, making open‑source development faster and more accessible.

Tag1's Francesco Placella shows how AI helped him build Deuteros, an open‑source PHP library that lets you unit‑test Drupal entities without dragging kernel tests into every... www.tag1.com/blog/speed-up-testing-wi...
#AIApplied #Drupal #PHP #Testing #DeveloperExperience #OpenSource

Speed up your testing with Deuteros Learn how AI helped, Francesco Plcella, speed up Drupal testing with Deuteros, making open‑source development faster and more accessible.

We love performance! Tag1's Francesco Placella shows how AI helped him build Deuteros, an open‑source PHP library that lets you unit‑test Drupal entities without dragging k... www.tag1.com/blog/speed-up-testing-wi...

#AIApplied #Drupal #PHP #Testing #DeveloperExperience #OpenSource

The Three S’s: How I Think About AI Agent Security Learn how Fabian Franz’s 3S model helps you protect your data from overpowered AI agents by limiting calendar, email, and tool access.

Hidden instructions are the new phishing links. Fabian Franz shows how a simple restaurant review or calendar invite can jailbreak an agent that has access to your email...
www.tag1.com/blog/how-to-think-about-...

#ArtificialIntelligence #AISecurity #LLMSecurity #Agents #Tag1

Part 3: Model Architecture, Building an LLM from Scratch in Rust Learn how GPT-2 works under the hood by implementing its full forward pass and transformer blocks from scratch in Rust with Feste.

RNNs wait in line. Transformers run in parallel.
Part 3 shows how attention + causal masking let GPT‑2 process 1,024 tokens at once while keeping long‑range context—implemented...
www.tag1.com/how-to/part3-model-archi...

#AIEngineering #RustLang #OpenSource

The Three S’s: How I Think About AI Agent Security Learn how Fabian Franz’s 3S model helps you protect your data from overpowered AI agents by limiting calendar, email, and tool access.

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. www.tag1.com/blog/how-to-think-about-...

Part 3: Model Architecture, Building an LLM from Scratch in Rust Learn how GPT-2 works under the hood by implementing its full forward pass and transformer blocks from scratch in Rust with Feste.

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.

www.tag1.com/how-to/part3-model-archi...

#AI #LLM #Rust #Transformers #MachineLearning

Using AI to Upgrade a Simple Frontend VAT Tool Janez uses AI to refactor a VAT web app, upgrading a vanilla JS Excel‑to‑XML tool with TypeScript, Vue, and experiments in Elm.

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

Beyond Pretty: The Real Work of UX/UI Discover how Tag1’s UX/UI leaders use research, collaboration, and iteration to turn subtle UX friction into measurable business results.

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/