Should You Care About The New Decision Model Jev?
Author(s): Hamza Boulahia Originally published on Towards AI. I put Jev through a series of tests to see whether Decision Models are actually worth caring about. These last 7 days, social media has been taken by storm because of the newly released …
Beyond API Keys: Why AI Agents Demand Ephemeral SVIDs
Author(s): Mohit Sewak, Ph.D. Originally published on Towards AI. Beyond API Keys: Why AI Agents Demand Ephemeral SVIDs Cover visual demonstrating the architectural evolution from static, vulnerable API keys to dynamic, short-lived cryptographic SVIDs. Picture this: It’s 2:00 AM on a rainy …
Grok 4.7 Looks Like a Breakthrough Until You Check the Effort Level
Author(s): allglenn Originally published on Towards AI. One scorecard, three hidden variables. In its 21 September 2026 launch announcement, xAI positioned Grok 4.7 as an upgrade for coding and knowledge work at the same list price and context class as Grok 4.6. …
The Real Agentic AI Revolution Begins: When Customers Build In-House Software Capabilities
Author(s): Ajaykumar Antin Originally published on Towards AI. The Real Agentic AI Revolution Begins: When Customers Build In-House Software Capabilities Most conversations about Agentic AI are stuck in the developer’s chair. We hear about coding agents writing and testing code, autonomous systems …
Cortex Agent Lineage Walkthrough, Built on Two Agents
Author(s): Krishnan Srinivasan Originally published on Towards AI. Cortex Agent Lineage Walkthrough, Built on Two Agents Tracing a shared table across two Cortex Analyst agents, from source data to the agents that depend on it Every team running agents in production eventually …
Cortex Agent Lineage Walkthrough, Built on Two Agents
Author(s): Krishnan Srinivasan Originally published on Towards AI. Cortex Agent Lineage Walkthrough, Built on Two Agents Tracing a shared table across two Cortex Analyst agents, from source data to the agents that depend on it Every team running agents in production eventually …
Google’s AX Takes a Port in Every Egress Rule. Nothing Downstream Can Enforce One.
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Google's AX Takes a Port in Every Egress Rule. Nothing Downstream Can Enforce One. Google’s agent orchestrator sets a port on six egress rules in its own repo. I traced …
Google’s AX Takes a Port in Every Egress Rule. Nothing Downstream Can Enforce One.
Author(s): Chew Loong Nian – AI ENGINEER Originally published on Towards AI. Google's AX Takes a Port in Every Egress Rule. Nothing Downstream Can Enforce One. Google’s agent orchestrator sets a port on six egress rules in its own repo. I traced …
Choosing a Design Pattern for Your Agentic AI System
Author(s): Sachin Anand Originally published on Towards AI. 11 patterns, grouped into 4 categories. Pick the structure that matches your workflow This article helps you to choose a design pattern for your agentic AI system. Agent design patterns are reusable architectural approaches …
Choosing a Design Pattern for Your Agentic AI System
Author(s): Sachin Anand Originally published on Towards AI. 11 patterns, grouped into 4 categories. Pick the structure that matches your workflow This article helps you to choose a design pattern for your agentic AI system. Agent design patterns are reusable architectural approaches …
Jev AI Just Killed the Most Wasteful Habit in Software (And Nobody’s Talking About It)
Author(s): Shobhit Agarwal Originally published on Towards AI. Why a model that can’t write a single sentence might be the smartest AI release of 2026 Jev is a new AI model from TypeSafe AI, a startup founded by Diogo Almeida (a former …
Jev AI Just Killed the Most Wasteful Habit in Software (And Nobody’s Talking About It)
Author(s): Shobhit Agarwal Originally published on Towards AI. Why a model that can’t write a single sentence might be the smartest AI release of 2026 Jev is a new AI model from TypeSafe AI, a startup founded by Diogo Almeida (a former …
Jev by TypeSafe: A New AI Model for Typed Decisions
Author(s): Rohan Mistry Originally published on Towards AI. Why AI agents may not need an LLM for every decision. Look at what an agent spends its time on. LLM Approach — Generate TextAfter the lead, the article explains what TypeSafe’s Jev (“System …
Jev by TypeSafe: A New AI Model for Typed Decisions
Author(s): Rohan Mistry Originally published on Towards AI. Why AI agents may not need an LLM for every decision. Look at what an agent spends its time on. LLM Approach — Generate TextThe article argues that many agent decisions don’t need free-form …
How to Delegate Data Engineering to AI Agents in Microsoft Fabric
Author(s): Dave R – Microsoft Azure & AI MVP☁️ Originally published on Towards AI. Two practical patterns for Fabric-aware Copilot, bounded agents, OneLake, Spark, and CI/CD, with architecture and merge decisions kept in human hands. Code generation is the easy part. The …
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