Agively Blog

Insights on AI, Engineering & Digital Transformation

Practical thinking from the Agively engineering team, covering AI-first development, workflow automation, application modernisation, and the tools shaping how software gets built today.

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12 articles
AI Tools Engineering Strategy 5 min read

Why Every Software Project Should Start with a POC

The most expensive mistake in software is building the wrong thing Across every software project we have worked on, one...

AI AI Tools Engineering
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AI Development Engineering 7 min read

Your RAG Demo Worked. Your Users Are Furious

It's Tuesday morning. Your head of customer success pings you: "The AI assistant gave a client wrong instructions for our...

AI AIEngineering MLOps
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AI Development Engineering 8 min read

Your Engineers Feel 20% Faster. The Data Says Otherwise.

Two rigorous studies found AI coding tools make experienced engineers 19% slower while they feel faster. The skill being eroded is the one that matters most at 3am.

AI AI Tools Engineering
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AI Development 6 min read

Your AI Feature Works. You Just Don’t Know If It Works.

Most engineering teams shipping AI features test on five hand-picked examples and call it done. This post examines why AI quality breaks differently from conventional software, why teams that skip low-risk evals see 2.3 times more incidents, and what a practical evaluation discipline looks like at startup scale without a dedicated eval team.

AI AI Evaluation Engineering
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AI Development Software Engineering 6 min read

The Vanishing Junior Developer

A VP of Engineering at a Series A fintech posted a single junior full-stack role in April. By the following...

AI Software Development Startup Engineering
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AI Development Engineering 7 min read

When Your AI Agent Hits Production

Most AI agents that fail in production fail quietly. This post examines the gap between what an AI agent does in a demo and what it does at 3am when the inputs are wrong and nobody is watching.

AI AI Agents Engineering
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Software Engineering AI Development 7 min read

The 90-Day Reckoning: What Vibe Coding Looks Like After Launch

The founder thought the server needed an upgrade. Pages were loading in 30 seconds at 500 users. The site kept...

AI AI Agents Software Development
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Engineering AI Development 6 min read

Your AI Agent Isn’t Dumb. Your Context Is.

Most AI agents that fail in production aren’t broken because of the model. They’re broken because of what they’re drawing from. Context engineering is the discipline that fixes this.

AI AI Agents Context Engineering
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AI Development Software Engineering 8 min read

What Vibe Coding Doesn’t Build

On January 28, 2026, a founder posted on social media that he had just launched an AI social network. He...

AI Product Security Software Development
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Automation AI Tools 10 min read

The Code Review Wall: What AI Velocity Is Actually Doing to Your Team

Three months ago your CTO shared a chart in the team Slack. PRs merged per week, up 3x. Deploys per...

AI AI Agents Automation
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AI Tools Engineering 8 min read

Cursor vs GitHub Copilot vs Claude

Why this comparison matters for your team The AI coding assistant landscape has matured rapidly. Two years ago the question...

AI Tools Claude Cursor
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Automation Workflow Automation 7 min read

The Real Cost of Manual Workflows

The hidden tax your business pays every day Every business has them: the approval email that sits in an inbox...

AI Agents Automation Enterprise
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