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EvanLin | Contorium

Git remembers changes. Contorium remembers why.

Location Johor, Malaysia Joined Joined on  Personal website https://www.contorium.dev
We Version Code. Why Don’t We Version Project Knowledge?

We Version Code. Why Don’t We Version Project Knowledge?

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1 min read

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Git Remembers Code. AI Needs to Remember Decisions.

Git Remembers Code. AI Needs to Remember Decisions.

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1 min read
Building a Project Intelligence Layer for AI Coding Agents

Building a Project Intelligence Layer for AI Coding Agents

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From Project Memory to Project Intelligence

From Project Memory to Project Intelligence

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Projects Shouldn’t Lose Their Memory When You Change AI Tools

Projects Shouldn’t Lose Their Memory When You Change AI Tools

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Git Stores Code. What Stores Project Intelligence?

Git Stores Code. What Stores Project Intelligence?

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Context Engineering May Become More Important Than Prompt Engineering

Context Engineering May Become More Important Than Prompt Engineering

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Why I’m Building a Project Intelligence Layer Instead of Another AI Coding Agent

Why I’m Building a Project Intelligence Layer Instead of Another AI Coding Agent

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Git Changed Collaboration. MCP Changed AI. What’s Next?

Git Changed Collaboration. MCP Changed AI. What’s Next?

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We’re Optimizing the Wrong Part of AI Development

We’re Optimizing the Wrong Part of AI Development

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Git Stores Code. What Stores Engineering Decisions?

Git Stores Code. What Stores Engineering Decisions?

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From AI Chat History to Project Intelligence

From AI Chat History to Project Intelligence

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Git Solved Source Control. Who Solves Project Intelligence?

Git Solved Source Control. Who Solves Project Intelligence?

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Coding Agents Don’t Need Bigger Context Windows. They Need Better Context.

Coding Agents Don’t Need Bigger Context Windows. They Need Better Context.

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Source Code Explains What. Projects Need to Explain Why.

Source Code Explains What. Projects Need to Explain Why.

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Your Repository Should Have a Memory

Your Repository Should Have a Memory

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Stop Copy-Pasting Context Between AI Tools

Stop Copy-Pasting Context Between AI Tools

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Git Stores Code History. What Stores Thinking History?

Git Stores Code History. What Stores Thinking History?

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Why Your AI Coding Assistant Keeps Forgetting Your Project

Why Your AI Coding Assistant Keeps Forgetting Your Project

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Stop Treating AI Context as Conversation

Stop Treating AI Context as Conversation

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Every Refactor Erases a Little History

Every Refactor Erases a Little History

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Why We Built Contorium Instead of Another AI Coding Agent

Why We Built Contorium Instead of Another AI Coding Agent

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Why AI Context Should Outlive the Tool You’re Using

Why AI Context Should Outlive the Tool You’re Using

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Prompt History Is Not Project Memory

Prompt History Is Not Project Memory

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Context Drift Is Becoming the Biggest Bottleneck in AI-Assisted Development

Context Drift Is Becoming the Biggest Bottleneck in AI-Assisted Development

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We Don’t Need Another AI Coding Assistant

We Don’t Need Another AI Coding Assistant

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I built with Contorium for a few days — and my workflow changed in a weird way

I built with Contorium for a few days — and my workflow changed in a weird way

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Contorium — A Project Cognitive Runtime for AI-Native Development

Contorium — A Project Cognitive Runtime for AI-Native Development

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Contorium — A Project Cognitive Runtime for AI-Native Development

Contorium — A Project Cognitive Runtime for AI-Native Development

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Contorium — A Project Cognitive Runtime for AI-Native Development

Contorium — A Project Cognitive Runtime for AI-Native Development

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Contorium — A New Foundation for AI-Native Development Workflows

Contorium — A New Foundation for AI-Native Development Workflows

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Contorium — A Project Intelligence Layer for AI Coding Systems

Contorium — A Project Intelligence Layer for AI Coding Systems

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Beyond Context Windows: Introducing the Cognitive Intelligence Layer (CIL)

Beyond Context Windows: Introducing the Cognitive Intelligence Layer (CIL)

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Context Was Never the Goal. Intelligence Was.

Context Was Never the Goal. Intelligence Was.

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Contorium CIL Architecture — Deterministic Project Intelligence with Optional LLM Layer Overview

Contorium CIL Architecture — Deterministic Project Intelligence with Optional LLM Layer Overview

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Contorium CIL v3 — A Two-Layer Project Intelligence Runtime with Optional LLM Reasoning

Contorium CIL v3 — A Two-Layer Project Intelligence Runtime with Optional LLM Reasoning

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Beyond Context Windows: Building a Project Intelligence Layer for AI Development

Beyond Context Windows: Building a Project Intelligence Layer for AI Development

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Beyond Context Windows: Building a Project Intelligence Layer for AI Development

Beyond Context Windows: Building a Project Intelligence Layer for AI Development

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1 min read
Why AI Coding Tools Keep Forgetting Your Project

Why AI Coding Tools Keep Forgetting Your Project

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Building a Shared Intelligence Layer for AI Coding Agents

Building a Shared Intelligence Layer for AI Coding Agents

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AI Coding Doesn’t Have an Intelligence Problem. It Has a Continuity Problem.

AI Coding Doesn’t Have an Intelligence Problem. It Has a Continuity Problem.

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Beyond Context Windows: Building Runtime Continuity for AI Development

Beyond Context Windows: Building Runtime Continuity for AI Development

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Why One Giant AI Agent May Not Be The Future

Why One Giant AI Agent May Not Be The Future

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AI Is Growing Fast. Fragmentation Is Growing Faster.

AI Is Growing Fast. Fragmentation Is Growing Faster.

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Everyone Wants AI Agents. Few Want To Build The Infrastructure.

Everyone Wants AI Agents. Few Want To Build The Infrastructure.

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AI Doesn’t Need More Intelligence. It Needs Better Coordination.

AI Doesn’t Need More Intelligence. It Needs Better Coordination.

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The Most Expensive Part of AI Development Isn’t Computing

The Most Expensive Part of AI Development Isn’t Computing

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AI Coding Is Fast. Project Understanding Is Still Slow.

AI Coding Is Fast. Project Understanding Is Still Slow.

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Contorium: A MCP-Driven Composable Development Layer

Contorium: A MCP-Driven Composable Development Layer

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Contorium: A Persistent Context Layer for AI-Native Development

Contorium: A Persistent Context Layer for AI-Native Development

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Software Has Databases for Data. Why Not Understanding?

Software Has Databases for Data. Why Not Understanding?

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Contorium’s Approach to Developer-Centric MCP Workflows

Contorium’s Approach to Developer-Centric MCP Workflows

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Why We Chose a Hybrid Context Management Approach in Contorium

Why We Chose a Hybrid Context Management Approach in Contorium

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Contorium: Improving MCP Developer Experience with CLI Streaming and Smarter Context Handling

Contorium: Improving MCP Developer Experience with CLI Streaming and Smarter Context Handling

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Contorium MCP Dual-Mode Architecture Update

Contorium MCP Dual-Mode Architecture Update

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Building a Cognitive Overlay Instead of Another AI Agent

Building a Cognitive Overlay Instead of Another AI Agent

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Contorium: Continuous Project Memory Across AI Tools

Contorium: Continuous Project Memory Across AI Tools

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Contorium: Continuous Project Memory for AI Development

Contorium: Continuous Project Memory for AI Development

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Building Contorium: The Problem Wasn’t AI, It Was Noise

Building Contorium: The Problem Wasn’t AI, It Was Noise

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Building an AI Memory Layer: A Problem I Didn’t Expect

Building an AI Memory Layer: A Problem I Didn’t Expect

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