#AIapplied
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
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.
www.tag1.com
December 18, 2025 at 10:46 PM
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
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.”
tag1.co
April 10, 2026 at 4:51 PM
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
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.
www.tag1.com
December 11, 2025 at 10:28 PM
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
January 28, 2025 at 8:56 PM
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... https://www.tag1.com/blog/speed-up-testing-with-deuteros/

#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.
www.tag1.com
January 24, 2026 at 1:07 AM
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
An AI tool, ‘Quartz’, developed by scientists at City St George’s and Kingston University, has detected differences in the shape and size of blood vessels at the back of the eye that correspond to cognitive decline.

Read More: buff.ly/IpbTldw
April 21, 2025 at 8:44 AM
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
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.com
October 15, 2025 at 5:54 PM
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... https://www.tag1.com/blog/speed-up-testing-with-deuteros/
#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.
www.tag1.com
January 30, 2026 at 10:57 PM
The agent didn't fail. The container around it did.
Fabian Franz on building AI agents that stay where you put them — plus a free checklist.
https://www.tag1.com/blog/structure-is-freedom-ai-agent-security/

#AIApplied #AIAgentSecurity #Tag1
Structure Is Freedom: A Practical Framework for AI Agent Security
Tag1's VP of Software Engineering Fabian Franz shares a four-part framework for giving AI agents real capability without handing over the keys.
www.tag1.com
May 5, 2026 at 6:07 PM
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
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...
tag1.com
October 22, 2025 at 10:37 PM
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...
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.
www.tag1.com
December 23, 2025 at 6:47 PM
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
April 30, 2025 at 1:45 PM
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
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.
tag1.co
March 25, 2026 at 7:47 PM
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
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.
www.tag1.com
December 26, 2025 at 5:57 PM
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
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.
www.tag1.com
December 3, 2025 at 4:52 PM
🤖 De toekomst van juridische diensten: agentic AI. Bereid je team voor op autonome contractonderhandelingen en proactieve naleving. Ontdek hoe je deze innovaties kunt integreren via https://corefocus.ai #AIApplied #Governance
June 24, 2025 at 2:20 PM