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Breaking News

Taming Agent Memory and Context Drift

An agent with no memory reinvents the wheel every time. An agent with bad memory builds on broken foundations. Domain 3 tests your understanding of how to manage both risks.

May 17, 2026 IT-Journey Team AI & Machine Learning
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Taming Agent Memory and Context Drift

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Latest Posts

📰 Welcome to IT-Journey Chronicles

Breaking News: The Agentic Codex GH-600 track is live — seven chronicle posts covering guardrails, MCP tooling, multi-agent orchestration, and memory management for the GitHub Copilot certification path.

78
Chronicles
13
Categories
144+
Quests
16
Binary Levels

📋 In This Issue

  1. 🤖 Agentic AI Chronicles — GH-600 prep, MCP servers, guardrails, and multi-agent workflows
  2. ⚙️ DevOps & Infrastructure — CI/CD, containers, Azure deployment, and GitHub Actions
  3. 🌐 Web Development — Jekyll, React, GitHub Pages, and static site mastery
  4. 🏰 Quest System — Gamified learning paths from terminal basics to system architecture
  5. 📘 Quick Start — Machine setup through deployment in one guided path

🤖 Agentic AI Chronicles

The latest chronicle series documents real agentic AI patterns for the GH-600 certification track and production workflows.

Guardrails & Responsible Autonomy

Human-in-the-loop patterns, policy boundaries, and safe agent deployment in CI/CD pipelines.

Read chronicle
Multi-Agent Orchestration

Coordinating specialized agents on GitHub — task routing, handoffs, and workflow design.

Read chronicle
MCP Servers & Tooling

Model Context Protocol in practice — connecting agents to repositories, APIs, and custom tools.

Read chronicle
Memory & Context Drift

Three memory tiers, state persistence in GitHub Actions, and recovering from context drift.

Read chronicle

⚙️ DevOps & Infrastructure

CI/CD pipelines, containerization, and cloud deployment — browse the full DevOps section.

Topic Highlight
Azure deployment Deploying Jekyll Sites to Azure Cloud
Docker fundamentals Docker Beginner’s Tutorial
CI/CD patterns Foundational CI/CD Pipelines
Workflow debugging Flow in DevOps

🌐 Web Development

Jekyll, React, and static site patterns — explore Web Development chronicles.


🏰 Quest System

Chronicles complement the gamified Quest Map — 144 quests across 16 binary levels.

Level 0000–0001

Terminal, Git, Jekyll, and your first deploy.

Start here
Level 0100–0101

Docker, CI/CD, and deployment pipelines.

Containers
Level 1100+

Agentic AI, guardrails, and capstone trials.

Agentic track

📘 Quick Start Guides

New to the journey? The Quick Start path walks from machine setup through deployment.


🔗 Explore More

Collection What you’ll find
📰 All Categories Browse 13 topical sections via the navigation above
📚 Docs Library Terminal shortcuts, Jekyll config, Liquid, Mermaid
📝 Notes Working notes, cheatsheets, and code snippets
📋 Full Post Index Complete chronological archive with learning paths

This page uses the zer0-mistakes news layout (section_style: magazine). Hero, featured, and section blocks above are rendered automatically from post front matter — mark chronicles with featured: true or breaking: true to surface them in the magazine header.