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How We Turned Our Notion Playbook into a Slack Assistant with a Low-Code RAG Stack

We built a Slack command bot with semantic search, vector database search, and n8n workflows to turn our internal knowledge base into instant, accurate answers right where the team works.

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The Cost of Choosing the Wrong Tech Stack – A Lesson from a Tech Lead

Our Tech Lead shares how choosing the wrong tech stack can cost teams time and morale. Read the full story for the real-world context, the final solution, and some key lessons.

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How to Decide if Your Product Needs AI (or If You’re Just Chasing Trends)

AI is everywhere, but not every product needs it. This guide walks you through a clear, practical framework to evaluate whether AI adds real value or noise to your product.

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MCP Security Pitfalls: Exposing the Hidden Risks Powering Agentic Workflows

Model Context Protocol (MCP) unlocks powerful new Agentic workflows but also brings hidden security risks. Learn how attackers exploit common weaknesses in MCP-powered workflows to steal data and take over your AI agents.

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The Cost of Feature Bloat: How to Say No to Unnecessary Features and Focus on Core Value

In the race to innovate, even the best products can become cluttered and complex. This guide provides a clear framework to spot feature bloat, say ‘no’ effectively, and anchor your product roadmap to core user value.

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The Cost of Bad Hires in Engineering: How to Spot Red Flags Before Making an Expensive Mistake

Bad engineering hires cost more than time and money; they impact team morale, project quality, and your credibility. Discover proven interview techniques to spot red flags early and hire with confidence.

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Good Names, Clean Code: A Developer’s Guide to Clarity

Discover practical tips for mindful code naming to create a foundation of readable, maintainable, and collaborative code, and understand how it drives better development outcomes.

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MCP under the hood

If you’ve been following the exciting developments in AI, you may have encountered the Model Context Protocol, or MCP. This article uses a real-time weather query via the Claude Desktop App to walk through how MCP works under the hood, step by step.

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Hiring AI & ML Engineers: What Skills Actually Matter in Real‑World AI Development?

Curious what sets a top-tier AI & ML Engineer? It involves more than evaluating resumes or checking for framework fluency. This guide outlines the four essential skills every AI & ML Engineer needs to thrive in real-world projects.

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AI system development: LLM → RAG → AI Workflow → AI Agent

Confused by LLMs, RAG, & AI Agents? We break down the spectrum of AI system design with a familiar resume-screening example to show the leap in capabilities (and complexity) at each level.

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