Aeroview is an AI-powered debugging platform that helps developers debug faster and write better logs. But that's just the beginning of what we're building.

The Hidden Crisis in Software Development

Every developer knows the feeling: it's 2 AM, your production system is down, and you're staring at a wall of log noise trying to figure out what went wrong. You've been debugging for hours, but you're no closer to the root cause. Sound familiar?

The truth is, logging and error handling are some of the most under-invested parts of software development, even though:

  • 92% of catastrophic failures are caused by poor error handling (Yuan et al., OSDI '14)
  • Developers spend up to 50% of their time debugging (ACM Queue, 2017)
  • The average time to detect a production issue is 4-6 hours (Gartner, 2023)
  • Poor observability costs companies $2.5M annually (Dynatrace, 2023)

Yet most teams treat logging as an afterthought. Why? Because the tools we have today are fundamentally broken.

Why Current Logging Tools Are Failing Us

The Noise Problem

Most logging tools are like having a fire alarm that goes off every time someone lights a candle. You get thousands of "errors" that aren't actually errors, critical issues buried in the noise, and alert fatigue that makes teams ignore real problems.

The Speed Problem

When something breaks in production, you need answers fast. But traditional logging tools make you:

  • Write complex queries just to find relevant logs
  • Manually correlate events across multiple services
  • Spend hours reading through unstructured text
  • Guess at the root cause based on incomplete information

The Context Problem

Logs tell you what happened, but rarely why it happened. You see an error, but you don't know:

  • What changed in the code that caused it?
  • Which user was affected?
  • What was the sequence of events?
  • How to prevent it from happening again?

How Aeroview Changes Everything

We're building Aeroview because we believe debugging should be intelligent, not just faster. Here's how we're reimagining the entire debugging experience:

1. AI-Powered Log Intelligence

Our AI doesn't just collect logs — it understands them. It learns your application's patterns, your team's coding style, and your system's normal behavior. When something goes wrong, it doesn't just show you the error; it explains what happened, why it happened, and how to fix it.

Example: Instead of seeing ERROR: Database connection failed, you get:

"The database connection failed because the connection pool was exhausted. This happened after a recent deployment that increased traffic by 300%. The issue is in the connection pooling configuration in config/database.js line 45. Here's the fix..."

2. Smart Log Generation

We help you write better logs in the first place. Our AI analyzes your code and suggests:

  • What to log at each point
  • How to structure the data
  • Which events are worth tracking
  • How to make logs more actionable

Example: Instead of console.log("user logged in"), we suggest:

logger.info("user.login", {
  userId: user.id,
  method: "oauth",
  provider: "google",
  sessionId: session.id,
  userAgent: req.headers['user-agent']
});

3. Real-Time Issue Detection

We don't wait for you to notice something's wrong. Our AI continuously monitors your logs and detects anomalies, patterns, and potential issues before they become problems.

Example: "I noticed that error rates have increased by 15% in the last 30 minutes, and they're all related to the new payment processing feature. This might be related to the deployment 2 hours ago."

4. Code-Aware Debugging

Soon, we'll correlate logs with your actual codebase and git history. When an error occurs, we'll tell you:

  • Which line of code caused it
  • What changed in the recent deployment
  • Who made the change
  • How to roll back or fix it

The Impact: From Hours to Minutes

Here's what this means in practice:

Before Aeroview:

  • 4-6 hours to detect an issue
  • 2-3 hours to find the root cause
  • 1-2 hours to implement a fix
  • Total: 7-11 hours of downtime

With Aeroview:

  • 30 seconds to detect an issue
  • 5 minutes to understand the root cause
  • 15 minutes to implement a fix
  • Total: 20 minutes of downtime

That's a 97% reduction in debugging time. For a company with $10M in daily revenue, that's saving $400,000 per incident.

What Makes Aeroview Different

We're Not Just Another Log Aggregator

Unlike traditional logging tools that just collect and search logs, Aeroview is built from the ground up to understand your application and help you debug intelligently.

We Learn Your System

Our AI doesn't use generic rules. It learns your specific:

  • Code patterns and architecture
  • Error patterns and their causes
  • User behavior and traffic patterns
  • Deployment patterns and their impact

We Focus on Actionability

Every piece of information we provide is designed to help you take action. No more guessing games or endless log diving.

Our Vision: A World Where Debugging is Proactive, Not Reactive

We're building toward a future where:

  • Developers spend more time building features than fixing bugs
  • Production issues are detected and resolved before users notice
  • Every team has the debugging superpowers that only senior engineers have today
  • Logs become a source of insights, not just a debugging tool

What's Next

We're pre-revenue and working closely with early adopters who share our vision. We're currently:

  • Building the core AI engine that understands your logs and code
  • Integrating with popular frameworks and deployment platforms
  • Developing the developer experience that makes debugging delightful
  • Creating the intelligence layer that correlates logs with code changes

Join Us on This Journey

If you're tired of spending half your time debugging, if you want to ship more reliable software, if you believe that debugging should be intelligent and proactive — we want to hear from you.

We're looking for teams who:

  • Are passionate about software reliability
  • Want to be early adopters of AI-powered debugging
  • Are willing to share feedback and help shape the product
  • Believe that better debugging tools can transform how we build software

The future of debugging is here. Let's build it together.

Ready to see Aeroview in action? Join our waitlist to get early access and help us shape the future of debugging.