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Articles by Growth Acceleration Partners 233

A Field Guide to Managing AI Code Quality in Agentic Workflows

Growth Acceleration Partners | June 15, 2026

Quality Engineering

A Field Guide to Managing AI Code Quality in Agentic Workflows

AI has become a standard part of how software gets built. From startups to Fortune 500 companies, we’re seeing more code being produced (with AI assistance) than at any point in software history. What began as an experimental productivity tool has become embedded in day-to-day development workflows across the industry. As agentic workflows become standard, […]

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Agentic Engineering vs. Vibe Coding: What’s the Difference?

Growth Acceleration Partners | April 27, 2026

Machine Learning & AI

Agentic Engineering vs. Vibe Coding: What’s the Difference?

On February 3, 2025, Andrej Karpathy, co-founder of OpenAI and former Director of AI at Tesla, posted on X about a new way of building software he had been experimenting with. Source: X He described a workflow where you “fully give in to the vibes, embrace exponentials, and forget that the code even exists.” In […]

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Why Agentic AI Projects Fail Before They Make It to Production

Growth Acceleration Partners | April 27, 2026

Large Language Models

Why Agentic AI Projects Fail Before They Make It to Production

Most companies have a quiet graveyard of AI projects. Somewhere in some forgotten folder, the decks for a “smart customer assistant,” an “intelligent contract analyzer,” or an “autonomous support agent” are still sitting there, once promising, now abandoned after the pilot phase. This is not anecdotal. MIT’s Project NANDA found that despite tens of billions […]

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Soft Skills for Engineers: Why They Define Who Leads in the Age of AI

Growth Acceleration Partners | April 20, 2026

Thought Leadership

Soft Skills for Engineers: Why They Define Who Leads in the Age of AI

A few years ago, the best engineers were the ones who could lay perfect bricks, clean code, predictable output and consistent velocity. Now? The “brick” part is getting commoditized. When AI can generate scaffolds, tests and refactors in seconds, the constraint is no longer technical execution or the code itself. The new bottleneck is judgment. […]

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The Agentic AI Blueprint: Reconstructing Your Agentic AI Architecture

Growth Acceleration Partners | April 1, 2026

AI Application Modernization

The Agentic AI Blueprint: Reconstructing Your Agentic AI Architecture

For 20 years, The Button has been the undisputed king of SaaS. You wanted a report? You clicked a button. You wanted to update a lead? You clicked a button. But as AI agents begin to navigate our digital world, the button is losing its throne to The Prompt. We are entering an era of […]

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Headless SaaS: How AI Agents Are Redefining Software

Growth Acceleration Partners | April 1, 2026

Thought Leadership

Headless SaaS: How AI Agents Are Redefining Software

Software is entering an architectural turning point more significant than the shift from desktop to cloud. The companies that survive and thrive over the next five years will be those that reorient their products, sometimes at the deepest architectural levels, to work natively within AI ecosystems. The next wave of opportunity for SaaS companies won’t […]

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