Road to Bedrock AgentCore, From a Single API Call to a Production Agent
Author(s): Jahid Originally published on Towards AI. Road to Bedrock AgentCore, From a Single API Call to a Production Agent Spend a week in AWS’s agent tooling and the same four names start to blur together. The Bedrock Converse API. Bedrock Agents. …
What Is Agentic Automation? How AI Agents Are Transforming Business, Work, and Automation
Author(s): Christopher R Originally published on Towards AI. What Is Agentic Automation? How AI Agents Are Transforming Business, Work, and Automation It finished its task. It followed its script perfectly. And now it’s stuck, because the invoice format changed, or the customer …
Unsloth vs Axolotl vs TRL: 87% of Your Fine-Tuning VRAM Goes to a Tensor You Never Wrote
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Unsloth vs Axolotl vs TRL: 87% of Your Fine-Tuning VRAM Goes to a Tensor You Never Wrote I spent an afternoon pricing every byte of a LoRA fine-tuning step from …
How I Used Data Journalism and NLP to Analyze Public Opinion on a Viral Political Debate
Author(s): Billy Cemerson Originally published on Towards AI. How I Used Data Journalism and NLP to Analyze Public Opinion on a Viral Political Debate What thousands of YouTube comments reveal about how people react to political narratives, and why data journalism offers …
GitHub Copilot Without the Desk: Remote Control, Cloud Sandboxes, and Chronicle
Author(s): Dave R – Microsoft Azure & AI MVP☁️ Originally published on Towards AI. A technical guide to running the Copilot CLI from your phone, in an isolated cloud environment, and across a history you can query. GitHub Copilot has grown past …
GPT-5.6 Sol, Terra, and Luna: A Practical Tier-Selection Guide
Author(s): Udaykiran Estari Originally published on Towards AI. Why defaulting to the smartest model might be your most expensive routing mistake. OpenAI wants you to believe Sol is the best model in the GPT-5.6 family, but defaulting to it might be your …
Microsoft Fabric Architecture
Author(s): Sunil kumar Reddy Originally published on Towards AI. In CodeToDeploy by Dave R – Microsoft Azure & AI MVP☁️ · Jun 22 From Empty Repo to Live Azure App: Building With a Team of AI Coding Agents Build, evaluate, and deploy …
The 5 Papers Behind Every AI Agent Architecture in 2026
Author(s): Anubhav Originally published on Towards AI. ReAct, Toolformer, Reflexion, Voyager, and the framework paper almost nobody opens. You already ship all five, you just never read where they came from. Nearly every AI agent shipping today traces back to five research …
Engineering the Enterprise Knowledge & Memory Layer: A Reference Architecture for Agentic AI
Author(s): saisubrahmanyam janapati Originally published on Towards AI. Engineering the Enterprise Knowledge & Memory Layer: A Reference Architecture for Agentic AI Part 2 of 3 in a series on Agentic Memory Engineering. Part 1: The Missing Layer established that as agents scale …
The Sub-$3 Power Meter: Measuring Edge AI Energy Consumption Without an SMU
Author(s): Gaobin Originally published on Towards AI. Image by Author via AI The Sub-$3 Power Meter: Measuring Edge AI Energy Consumption Without an SMU A $3 sensor, an ESP32-C3, and a Wi-Fi link — how to measure real energy-per-inference on an edge …
How Will The Future Software Engineer Distinquish Itself When Writing Code Becomes Fully Commoditized?
Author(s): Caspar Bannink – AI Engineer Originally published on Towards AI. How Will The Future Software Engineer Distinquish Itself When Writing Code Becomes Fully Commoditized? I have not hand-written much code lately. After noting that AI speeds up implementation, the author argues …
The Only 11 Claude Plugins You Need in 2026 (I Tested Them All)
Author(s): PhynixAI Originally published on Towards AI. The Only 11 Claude Plugins You Need in 2026 (I Tested Them All) Skip the hype. These are the only Claude plugins that genuinely improved my productivity, code quality, and workflow. The plugin marketplace launched …
LLM Provider Quirks: Build Compatibility Tests Before You Trust Model Abstraction
Author(s): Anna Jey Originally published on Towards AI. LLM Provider Quirks: Build Compatibility Tests Before You Trust Model Abstraction LLM Provider Quirks Every multi-model AI app eventually reaches the same uncomfortable moment: the abstraction layer works in the demo, then breaks on …
Kimi K3 Is Free. That’s the Least Useful Thing About It.
Author(s): Manpreet Singh Originally published on Towards AI. The Least Useful Thing About It. By the time you read this, your feed will be full of the same headline. The author argues that although Kimi K3 is genuinely strong and open-weight (ranked …
Data Centers vs AI Factories
Author(s): Mauro Di Pietro Originally published on Towards AI. What’s inside a data center, the infrastructure behind AI A data center is a physical facility (room or building) packed with computers used for the storage and processing of digital information. Data centers …