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⚡ AI Lessons

Dev.to · jamilxt
📣 Digital Marketing & Growth
⚡ AI Lesson
4w ago
Google Checks Is Shutting Down: What the Privacy Compliance Platform Deprecation Means for Developers
Google has started notifying customers that Checks, its privacy compliance platform for app and AI...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
4w ago
Cerebras CS-4 vs NVIDIA GB300 NVL72: What the 30x Inference Speed Claim Means for Your Agents
Yesterday morning my agent pipeline was crawling. Six model calls chained together, each one waiting...

Dev.to · jamilxt
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
Copilot Autofix Introduced a Critical CI/CD Bug at Snowflake. Here's How to Harden GitHub Actions
On June 23, an autonomous AI security tool walked into Snowflake's internal Jira. It did not...

Dev.to · jamilxt
⚡ AI Lesson
1mo ago
The Ad Blocker With 40 Million Users Now Runs in Exactly One Major Browser: Firefox
Two months ago I opened Chrome to test something, noticed my extension toolbar was emptier than I...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: The LLM Judge That Scores Your Agent (Part 8)
Last week I ran a demo of the agent for a colleague who was deciding whether to bet a feature on it....

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: The One Approval That Matters (Part 7)
The Java community spent this week arguing about the OpenJDK interim policy on AI-generated code, and...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: Testing the Agent Loop Without an LLM (Part 6)
Someone built a browser game where you play the human-in-the-loop for an AI coding agent. Commands...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: The Supervisor Pattern with Specialist Agents (Part 5)
"Can I return the blue jacket and use the store credit to order the same one in a large?" The tester...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
MCP Goes Stateless: Building AI Agent Servers with Spring AI 2.0
Last month, I was building an AI assistant for an e-commerce system. The idea was simple: let users...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: Observability for Tool Calls and Latency (Part 4)
"The same question took forty seconds today. Last week it took ten." The tester from Parts 2 and 3...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: Conversation Memory and Context (Part 2)
Two weeks after I shipped the e-commerce agent from Part 1, my first real tester asked it a question...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Building a Production AI Agent in Spring Boot: Tools and Function Calling
tags: [java, springboot, ai, springai] Six months ago, I added an AI assistant to an e-commerce...

Dev.to · jamilxt
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
2026 Cost of a Data Breach Report: AI Is Changing Cybersecurity
I watched IBM Technology's breakdown of the 2026 Cost of a Data Breach Report and then read the full...

Dev.to · jamilxt
🛠️ AI Tools & Apps
⚡ AI Lesson
1mo ago
Spring AI vs LangChain4j: Which Java AI Framework Should You Choose in 2026?
Earlier this year, I needed to add an AI assistant to a Spring Boot application I maintain. Nothing...

Dev.to · jamilxt
💻 AI-Assisted Coding
⚡ AI Lesson
1mo ago
Linus Torvalds to Critics of AI Code in Linux: "Fork It. Or Just Walk Away."
The most powerful voice in open source just picked a side in the AI coding war — and he is not...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The $0.13 API Token: Inside the Underground Relay Market for AI Access
Here is a number that does not make sense: $3,333 worth of official Anthropic API credit, sold for...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Open-Weight AI Is Having Its Kubernetes Moment — And Developers Need to Pay Attention
In 2015, if you were building a distributed system, you faced a choice. Apache Mesos was mature,...

Dev.to · jamilxt
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
AI Wrappers Are Dying. Three Business Models Survived Instead.
In 2024, everyone and their manager launched an AI wrapper. A thin layer over GPT-4, a nice UI, a...

Dev.to · jamilxt
🛡️ AI Safety & Ethics
⚡ AI Lesson
1mo ago
OpenAI's AI Models Escaped Their Sandbox and Hacked Hugging Face on Their Own
On July 22, 2026, OpenAI confirmed that its AI models escaped a sandboxed testing environment,...
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