📰 Dev.to · tercel
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⚡ AI Lessons

Dev.to · tercel
15h ago
Observability 2.0: Tracing AI "Thought Chains" with OpenTelemetry
"Why did the Agent do that?" If you are building Agentic systems today, this is the question that...

Dev.to · tercel
2w ago
Pattern-Based ACL: Securing the Boundaries of Agentic Autonomy
As we move toward a world of autonomous AI Agents, the "Access Control" problem undergoes a...

Dev.to · tercel
🧠 Large Language Models
⚡ AI Lesson
1mo ago
Strict Schema Enforcement: The Bedrock of AI Reliability
In the early days of AI tool-calling, we relied on a wing and a prayer. We gave an LLM a docstring...

Dev.to · tercel
1mo ago
The 11-Step Execution Pipeline: A Secured Journey for Every Call
When an AI Agent calls a tool, we often think of it as a simple "request-response" event. But in the...

Dev.to · tercel
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
The Execution Pipeline: A Secured Journey for Every Call
When an AI Agent calls a tool, we often think of it as a simple "request-response" event. But in the...

Dev.to · tercel
🤖 AI Agents & Automation
⚡ AI Lesson
1mo ago
Directory-as-ID: Scaling Module Discovery Without Configuration
In the previous volume, we explored the vision of an "AI-Perceivable" world. Now, it’s time to go...

Dev.to · tercel
1mo ago
Building for the Next 10 Years: The Design Principles of apcore
We’ve reached the end of Volume I of our series. We’ve explored the problems with "Vibe-based"...

Dev.to · tercel
1mo ago
The Death of "String-Based" Descriptions in AI Integration
In the early days of building AI tools, we all followed the same pattern: Define a function. ...

Dev.to · tercel
2mo ago
"The Missing Link in the Agent Stack: Why apcore is the Foundation for MCP"
If you’ve been following the AI Agent space recently, you’ve likely been hit with a wave of acronyms...

Dev.to · tercel
2mo ago
The "Cognitive Interface": Beyond UI and API
For decades, software engineering has focused on two primary interfaces: User Interface (UI):...

Dev.to · tercel
2mo ago
The Year AI Changed Everything: 8 Defining Moments of 2025
From reasoning models to coding agents to open-source breakthroughs — a developer's guide to the 8 events that reshaped AI in 2025.
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