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24 posts

blogengineer
08-Feb-2026

Agentic AI FAQ: Your Complete Guide to Autonomous Agents

Autonomous AI agents can write code, debug issues, and ship features. Here's what actually works, what doesn't, and how to give agents the context they need.

blogengineer
08-Feb-2026

MCP FAQ: Turn AI Assistants Into Product Intelligence Partners

MCP connects AI assistants to your codebase intelligence. Stop explaining your product architecture—let Claude and Cursor query it directly.

blogengineer
08-Feb-2026

The Complete Best AI Coding Assistants Guide That Actually Works

Forget feature lists. This guide ranks AI coding assistants by what matters: context quality, codebase understanding, and real-world developer experience.

blogengineer
08-Feb-2026

Building Your First AI Agent with CrewAI: A Practical Guide

Stop writing boilerplate AI code. Learn how to build autonomous agents with CrewAI that actually understand your codebase and ship features faster.

blogengineer
08-Feb-2026

Cursor AI vs GitHub Copilot: The 10x Productivity Boost Proof

Real benchmarks comparing Cursor AI and GitHub Copilot. Which AI coding assistant actually makes you faster? Data from 6 months of production use.

blogengineer
08-Feb-2026

Building a Blast Radius Oracle: How I Designed Impact Analysis

I built Glue's blast radius analysis by mapping files to features, dependencies, and impact zones. Here's why most change analysis tools fail.

blogcto
08-Feb-2026

Best AI Coding Assistants FAQ: Expert Security & Implementation Guide

CTOs ask the hard questions about AI coding tools. We answer them with real security implications, implementation strategies, and context architecture.

blogengineer
08-Feb-2026

Cursor AI vs GitHub Copilot: How I Became 10x More Productive

After 6 months with both tools, I learned the real productivity gain isn't the AI—it's the context you give it. Here's what actually matters.

blogengineer
08-Feb-2026

Alternatives to Bolt.new: AI App Builders for Serious Teams

Bolt.new makes beautiful demos, but shipping production code is different. Here are better alternatives when you need something that won't break in two weeks.

blogengineer
08-Feb-2026

Why AI Tools Fail: The Context Crisis That Broke My Code

I asked Copilot to fix a bug. It broke 3 features instead. The problem isn't AI—it's that your tools don't know what your code actually does.

guideengineer
08-Feb-2026

Context Engineering: The 2025 Guide to Building Production-Ready AI

Stop building AI features that hallucinate in production. Context engineering is the difference between demos that wow and systems that ship.

blogcto
08-Feb-2026

AI Code Generation FAQ: Why 80% of Dev Teams Will Adopt AI Tools

AI code generation isn't optional anymore. Here's what CTOs ask about GitHub Copilot, Cursor, and why context matters more than the model.

guideengineer
08-Feb-2026

Complete Guide to AI SDKs: From Code to Product Success

Most engineers pick an AI SDK and pray it works. Here's how to choose, integrate, and ship AI features without destroying your existing codebase.

technicalengineer
08-Feb-2026

MCP: The USB-C for AI Apps That Killed Our Glue Code Hell

Model Context Protocol lets AI tools talk to your code, databases, and docs without building custom integrations. Here's why it matters more than the LLM.

blogengineer
08-Feb-2026

Cursor AI vs GitHub Copilot FAQ: The 10x Productivity Proof

Cursor vs Copilot isn't about features. It's about context. Here's what actually matters when your AI editor needs to understand 500k lines of code.

blogengineer
08-Feb-2026

Testing Strategies for Vibe Coding: When AI Writes Code You Don't Understand

AI coding tools ship features fast but leave you vulnerable. Here's how to test code you barely understand — and why context matters more than coverage.

blogpm
08-Feb-2026

ClickUp vs Monday vs Asana: AI Features Compared for Product Teams

ClickUp, Monday, and Asana all have AI. None understand your code. Here's what their AI actually does—and what's still missing for engineering teams.

technicalengineer
06-Feb-2026

How We Cluster 4,000 Files Into Features Using Louvain Community Detection

Technical deep dive into graph-based feature discovery. How Louvain modularity optimization groups files into meaningful features automatically.

Vivian M. Otieno
blogengineer
06-Feb-2026

Why Copilot Doesn't Work on Your Hardest Tickets

AI code completion breaks down on cross-file refactors, legacy code, and tickets requiring business context. The problem isn't the AI — it's the context gap.

Tariro Mukandi
guidecto
02-Feb-2026

Spec Drift Detection: Stop Building Features Nobody Asked For

How spec drift silently derails engineering teams and how to detect it before you ship the wrong thing.

Tariro Mukandi
blogengineer
31-Jan-2026

25 Best AI Coding Tools in 2026: GitHub Copilot vs Cursor vs Top Alternatives

Comprehensive comparison of the top AI coding tools — Copilot, Cursor, Claude Code, Cody, and more. Updated for 2026 with real benchmarks on complex codebases.

Fatima Zahra Ghaddar
guideengineer
30-Jan-2026

How to Use Glue with Cursor: The Context-First Workflow

A practical guide to combining Glue's codebase intelligence with Cursor's AI editing for a workflow that understands before it generates.

Tariro Mukandi
blogpm
28-Jan-2026

Competitive Intelligence from Code: How Gap Analysis Works

Automated competitive gap detection that scans competitor features and maps them against your codebase. Real intelligence, not guesswork.

Fatima Zahra Ghaddar
technicalengineer
23-Jan-2026

Stop Hand-Rolling Feature Discovery: Here Is the Math That Actually Works

Manual feature mapping is expensive, incomplete, and always stale. Graph-based automated discovery finds features humans miss. Here is the algorithm.

Vivian M. Otieno