Tag: code review
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Building a Healthy Code Review Culture: Lessons from Fast-Growth SaaS Teams
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In the world of modern software development, few processes play as significant a role in shaping product quality, team collaboration, and engineering culture as the code review. For fast-growing SaaS companies — where speed, scalability, and innovation are constant pressures — building a healthy, sustainable code review culture isn’t just a nicety. It’s a survival…
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How to Reduce Pull Request Cycle Time: 5 Proven Strategies for Faster Code Reviews
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Pull requests are the heartbeat of software collaboration. They allow developers to share work, catch bugs earlier, and maintain code quality at scale. But talk to any engineering leader at a growing SaaS or tech-enabled company, and you’ll hear the same frustration: pull requests that sit idle for days. What looks like a small delay…
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The Age of Agentic AI: The Next Leap in Intelligent Software Systems
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A New Era of Autonomy We are entering a profound shift in the world of artificial intelligence — one where machines are no longer just reactive systems crunching data and answering questions. Instead, they are becoming proactive agents, independently charting paths to desired outcomes, executing multi-step plans, interacting with digital ecosystems, and learning along the way.…
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Avoiding the Illusion of Intelligence in AI Agents
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Let’s peel back the surface. Under the hype and swagger of modern AI, most agents crack the moment production reality hits. Why? The answer runs deeper than demo pizzazz — just like those “reasoning” models that promise more than they deliver, most AI agents collapse when complexity kicks in. The core problems are structural, not cosmetic. The…
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We raised. We’re building harder.
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Excited to share that Panto has raised a pre-seed from Antler Singapore. Fundraising often invites celebration and congratulations, as it is a grueling journey. But for us, it marks the beginning of a new chapter — we can no longer hide behind the excuse of being bootstrapped. The responsibility is now ours to build boldly and responsibly,…
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The Most Underrated Way AI Helps Developers (That Almost Nobody’s Talking About)
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When people talk about AI in software development, the spotlight usually falls on features like code autocompletion or automatic bug detection. Those are great, but there’s an even more powerful — and far less hyped — use case quietly reshaping how developers work: continuous, context-aware AI-powered code reviews. This is where AI doesn’t just speed up typing; it actually…
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AI-Generated Code: Finding the Right Percentage for Your Development Team
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If you’ve ever asked yourself, “How much of our code should be AI-generated?”, you’re tapping into one of the most pressing questions in modern software development. The answer isn’t a fixed number but a nuanced balance between productivity, quality, and team confidence — all shaped by how AI integrates into your workflow. The Elusive “Right” Percentage While…
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Introducing Panto’s New PR Summary Feature to 10 Customers — Here’s How It Went
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Earlier this month, we rolled out Panto’s brand-new PR Summary feature to a select group of 10 customers. Our goal: to see how real engineering teams would use AI-generated, natural language summaries for every pull request, and whether it would truly transform their code review process. What Is the PR Summary Feature? Panto’s PR Summary feature…
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Customer Success Story: How Stable Money Accelerated Code Reviews with Panto AI
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About the Client Stable Money is India’s first digital fixed-return investment platform and has been growing rapidly. As their engineering team scaled, so did the complexity and volume of code changes. To maintain high code quality while improving speed, Stable Money adopted Panto AI for intelligent code review automation. The Challenge With an increasing number of…