Most AI tools:
Ask users to paste context
Forget everything between sessions
React only after the user asks
AI built with Fabrik:
Understands context from emails, calendars, and work tools
Remembers what matters (securely)
Acts before things fall through the cracks
Concrete example:
Instead of “Ask me anything,”
→ “You have 3 meetings today. One has no agenda. Want me to prep it?”
Close with positioning:
Good AI doesn’t interrupt work.
It quietly removes friction.
That’s the direction AI products are moving.
And that’s what Fabrik is built for.
Start Building with 👉 getfabrik.ai
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
The context persistence challenge is real. I ran into something similar when trying to backtest trading strategies — the biggest friction wasn't the analysis logic, it was ensuring data consistency and state management across sessions. Curious how you're handling context storage long-term? Does Fabrik maintain that context indefinitely or is there a decay model?
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
Fabrik is built around personal intelligence, not permanent memory. That means we do not try to remember everything forever. And we do not reset everything every time you start a new session. Instead, Fabrik keeps track of what actually matters to you over time. Some things are temporary, like today’s meetings or short-term tasks. Those fade out. Some things shape how you work, like your projects, priorities, and habits. Those stay. And a small core, such as your role, preferences, and work style, stays until you change it. The goal is simple. Context should stay only as long as it is useful. When it stops being relevant, it quietly gets out of the way instead of cluttering future interactions. Because Fabrik sits between your tools and AI apps, it gives those apps personal awareness without forcing each one to rebuild memory or consistency. So the AI does not just respond to prompts. It understands you across sessions.
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com
This is an exciting direction — moving beyond reactive responses to context-aware agents feels like where useful AI actually begins. Right now most tooling feels like a faster search box. What you’re sketching — proactive anticipation rather than just reaction — is closer to the workflow assistant vision most developers actually need.
A couple thoughts for you to consider as you evolve this:
1) Design for signal, not just data volume.
Aggregating every possible context source (email, calendar, Slack, docs) is valuable, but the real product challenge is prioritizing what matters now vs noise later. Too many systems collapse under their own context weight — they remember everything and highlight nothing.
2) Anticipation without interruption is a UX tightrope.
Proactivity is great when it reduces friction (e.g., reminders, relevant docs), but it becomes noise when it interrupts the user’s current flow. Defining when to interrupt vs how silently to surface insights is a design problem that’s easy to underestimate.
3) Privacy is a differentiator — not just compliance.
Many AI platforms talk about privacy, but the real trust signal comes when users control what gets seen and what doesn’t — not just a privacy policy checkbox. Architecture that guarantees zero-knowledge context processing can become a major competitive advantage in adoption.
This aligns with what we help founders capture when we work on product positioning and experience clarity at Quratulain Creatives: honest framing of why a feature matters to the user before they ever interact with it.
Curious — as you imagine adoption growing, have you thought about what the first meaningful action for a new user should be? That often tells you whether an AI feels useful immediately instead of interesting eventually.
Give a try to my Reddit Extension. It's a Chrome extension called Pulse of Reddit that basically acts like my own alert system for Reddit.
Anytime someone posts something with keywords I care about like 'looking for a designer' or 'best SEO tool' it pings me right away. It’s saved me so much time and helped me hop into threads while they’re still fresh.
If you’re tired of manual digging and want to catch those conversations early, I’d really recommend giving it a look.
It’s free to start and super simple to set up.
Website:
pulseofreddit.com