Your Engineering Team is Drowning in Busywork. Here's the Fix.

TL;DR: Engineering teams are wasting half their time on status theater. We built something that fixes it. No surveillance, no extra meetings, just AI that watches what you ship and writes the reports for you.
Engineering is Broken. Everyone Knows It.
Let's be brutally honest about what's happening in engineering departments everywhere:
We have AI systems that can accelerate development cycles exponentially, yet we're still managing teams like it's 2010. We've normalized a culture where looking productive somehow trumps actually shipping products. Our collaboration methods remain stuck in the dark ages, creating friction instead of flow.
The old playbook is dead. Full stop.
Nobody's Happy With How This Works
Companies Can't See What They're Paying For
Companies are hemorrhaging money because they have no clear way to see what their engineering teams are actually accomplishing. This isn't about micromanagement, it's about understanding where millions in payroll are going and whether products are actually getting built.
Without real visibility, leadership is forced to rely on:
- Endless status meetings that pull engineers away from coding
- Ticket counts that measure motion, not progress
- Commit metrics that reward quantity over quality
- Time tracking that treats knowledge work like factory labor
The desperation for insights has driven some companies to dystopian extremes: deploying actual spyware to monitor employees. Screenshot tracking, keystroke monitoring, surveillance software, all symptoms of a broken system where trust has been replaced by fear.
Picture this: you have a high-performing engineer who just architected an elegant solution that eliminated thousands of lines of technical debt. But because they had fewer commits that week, the surveillance system flags them as underperforming.
For Engineers: Death by a Thousand Cuts
Meanwhile, developers are drowning in bureaucratic overhead. They want to build amazing products, but instead they're:
- Scrambling before every standup to remember what they worked on
- Writing status reports that no one reads
- Sitting through meetings about meetings
- Gaming metrics instead of solving real problems
- Getting pulled out of flow state constantly
This isn't sustainable. Engineers didn't spend years mastering their craft to become professional report writers. They want to code, to create, to solve interesting problems, not to perform productivity theater.
The irony? Both sides want the same thing: to ship great products efficiently. But the current system pits them against each other instead of aligning their interests.
Every 'Solution' Just Makes Things Worse
The productivity measurement problem isn't new, companies have been trying to solve it since the industrial age. But software development isn't assembly line work. It's creative problem-solving that happens in bursts of insight, deep thinking, and collaboration.
Traditional approaches fail because they:
- Add more work instead of reducing it
- Measure the wrong things (activity vs. outcomes)
- Create adversarial relationships between teams and leadership
- Ignore how modern development actually works
And now, with AI tools like Cursor and Windsurf transforming how code gets written, we're still tracking progress like it's 2010. The disconnect is ridiculous.
What If Your Work Just... Documented Itself?
This is exactly why One Horizon was created.
Not another dashboard cluttering your screen. Not another "collaboration platform" that creates more work than it solves. Not surveillance software masquerading as productivity tools.
Here's How It Actually Works
One Horizon introduces a radically simple concept: an AI-powered "done list" that fills itself automatically.
The process is dead simple:
- Intelligent Gathering: Our AI connects to your existing tools, GitHub, Jira, Linear, Calendar, and intelligently gathers your work activities
- Smart Summarization: It analyzes commits, PRs, tickets, and meetings to create meaningful summaries of what you've actually accomplished
- Engineer Control: You review and refine these summaries, maintaining complete control over what gets shared
- Effortless Sharing: Share your progress during standups or pull it up anytime for team visibility
Most productivity tools add more work to your day. One Horizon does the opposite.
We're not storing your code or monitoring your screen time. We're simply helping you articulate what you've already done, in a format that's useful for both you and your team.

The Boring Details (That Matter)
For Individual Engineers
Daily Recap Dashboard: Wake up to a clear summary of yesterday's work and today's priorities. No more scrambling before standups or trying to remember what you did.
Smart Integrations: Whether you're coding in Cursor, reviewing PRs in GitHub, or updating tickets in Linear, One Horizon captures the meaningful work without you lifting a finger.
Privacy First: You control what's visible. Our AI helps fill out your done list, but you decide what to share with your team.
For Team Collaboration
Effortless Standups: Ten minutes before each standup, get a reminder with your accomplishments and planned work. During the meeting, teams can use a shared dashboard that keeps discussions focused and productive.
Seamless Communication:
- Google Meet add-on for easy screen sharing during remote standups
- Slack integration for async updates and team notifications
- Works equally well for remote, hybrid, or co-located teams
For Leadership
Real Visibility: See patterns, blockers, and progress across projects without becoming the spreadsheet police. Understand what's actually being built, not just what's being reported.
Verified Progress: While team members can add their own accomplishments that we can't automatically measure, most tasks come backed by proof, the related commit, PR, calendar event, or ticket update. This creates accountability without surveillance.
AI-Powered Insights: Ask questions about team progress and get intelligent answers based on actual work data, not guesswork.
Trust-Based Culture: Build a culture of transparency and trust instead of surveillance and fear.
This is Just the Beginning
While we're starting with the AI-powered done list, this is just the beginning. One Horizon is building toward a fundamental shift in how product teams operate.
We're moving away from rigid agile ceremonies and ticket-driven development toward a more fluid, outcome-focused approach that:
- Recognizes the non-linear nature of creative work
- Leverages AI to reduce administrative overhead
- Aligns incentives between engineers and leadership
- Celebrates actual achievements, not busy work
This isn't about abandoning structure, it's about creating systems that enhance productivity instead of hindering it.
The Stakes Are Higher Than You Think
The choice facing organizations is clear:
Option A: Continue down the surveillance path, treating engineers like machines and wondering why your best talent keeps leaving.
Option B: Embrace transparency and trust, using AI to bridge the visibility gap without destroying morale.
Organizations that choose Option B will:
- Attract and retain top engineering talent
- Ship products faster with less overhead
- Build cultures of innovation instead of compliance
- Actually understand what their teams are accomplishing
The conventional approach is bloated, fragile, and soul-crushing. The new approach is lighter, faster, and authentic.
Want In?
One Horizon is currently available in private beta, and early results are validating everything we believed about the future of work.
If you're tired of:
- Surveillance culture destroying team morale
- Endless status meetings that accomplish nothing
- Flying blind on what your team is actually building
- Pretending the current system works
Then it's time to join us in building a better way.
Join the waitlist
Let's finally build a better way to build.