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

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

Building Tactician: PHP Scheduling with AI AI-assisted PHP scheduling library for esports and tournaments, built for Mission Gaming using Cline. Learn how Jamie Hollern used AI to create Tactician.

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

Part 2: Tensor Operations, Building an LLM from Scratch in Rust Explore how tensor math powers transformers in Rust. Learn how Feste uses tensors to build the foundation of a GPT-2 style language model.

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...

How to deal with AI Agents that Phone It In Learn how AI workflow orchestrators prevent planner fatigue in multi-agent LLM systems, ensuring reliable, repeatable code audits and research tasks.

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

Building Tactician: PHP Scheduling with AI AI-assisted PHP scheduling library for esports and tournaments, built for Mission Gaming using Cline. Learn how Jamie Hollern used AI to create Tactician.

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

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.

If you want to understand how a language model truly works read part 1 of our 6 part series.
www.tag1.com/white-paper/part1-tokeni...

#OpenWeb #TechCommunity #MachineLearning #DeepLearning #LLM #AIApplied #AI #Rust

How to deal with AI Agents that Phone It In Learn how AI workflow orchestrators prevent planner fatigue in multi-agent LLM systems, ensuring reliable, repeatable code audits and research tasks.

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

Building QR Reader Light: My First Android App Ra Mänd built QR Reader Light, a minimalist Android QR scanner, using AI to develop quickly in Kotlin, a language he had never used before.

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... www.tag1.com/blog/building-qr-reader-...

#AI #Android #Kotlin #Tag1 #AIApplied

How to Connect Claude Code with Notion Using MCP How to Connect Claude Code with Notion Using MCP Jeff Sheltren - Partner/CIO October 22, 2025 Take Away: At Tag1, we believe in proving AI within our...

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.
tag1.com/blog/how-to-connect-clau...
#AIApplied

How AI Helped Me Tame Our Documentation Chaos How AI Helped Me Tame Our Documentation Chaos Jeff Sheltren - Partner/CIO October 15, 2025 Take Away: At Tag1, we believe in proving AI within our own...

Tag1 Partner & CIO Jeff Sheltren used AI to fix something every team struggles with: messy documentation.

Here's how AI became his collaborator.
tag1.com/blog/how-ai-helped-tame-...
#AIApplied

AI isn’t hype—it’s how businesses stay competitive.
How has AI actually improved your workflow or growth?
Real use cases only.
#AIApplied #FutureOfWork #WorkSmarter #AutomationWins #GrowthMindset

The University's report states "...The researchers say that these could relate to a reduced blood supply, which might be an early *cause or consequence* of neurodegenerative disease."
So by no means conclusive - but may be a step in the right direction and encourage other research.
#AIapplied #AI

7/ How #DeepSeek uses it
DeepSeek leveraged Knowledge Distillation alongside Transfer Learning and Pruning to build competitive models quickly and efficiently, without compromising performance.
#AIApplied

#GenerativeAI #AIApplied #AIQuality #GenerativeAIPerformance #AIEfficiency #AIOptimization #SmartAIApps #AIBestPractices #AIInnovation #AIForGood #AIProductivity #ResponsibleAI #EthicalAI #GenerativeDesign #AIAutomation #MachineLearningQuality #AIMetrics #FutureOfAI #AIResearch

Researchers Fine-Tune Open-Source AI to Rival GPT in Medical Evidence Summarization Fine-tuning open-source large language models significantly enhances their ability to summarize medical evidence, closing the gap with proprietary models.

💡🩺📊 Researchers Fine-Tune Open-Source AI to Rival GPT in Medical Evidence Summarization www.azoai.com/news/2024091... #AI #MachineLearning #HealthcareInnovation #MedicalResearch #OpenSource #LLMs #ClinicalTrials #EvidenceBasedMedicine #AIApplied #HealthTech