Meet Dori.
The AI that remembers everything and actually gets things done.
Tonight
“Remember the context, fix the bug, and make tomorrow's deck.”
> recalled the earlier deploy thread
> routed the bug through guardrails and execution
> queued the presentation draft for tomorrow
Sound familiar?
The frustrating part is never the answer. It's having to explain yourself all over again.
Most AI forgets the thread the second the tab resets. Dori is built around the emotional reality that repeated context entry is work.
Dori notices patterns, recalls prior preferences, and keeps the thread alive long enough to actually finish the job.
1Emotional quote
“I already told you this yesterday.”
2Emotional quote
“You already knew my preference. Why are we starting over?”
3Emotional quote
“If you understand the work, why am I still doing the last mile?”
What Dori changes
Dori doesn't forget. And Dori doesn't just talk — Dori does.
Capabilities
What Dori already does.
Not what Dori could do. What Dori already does, with memory, judgment, and execution stitched together.
Six core capabilities
Each card is written as a situation and outcome because the promise is not intelligence in the abstract. The promise is completed work with remembered context.
Capability
Long-lived memory keeps your preferences, past conversations, and working context alive across sessions.
"We talked about this last week." Dori already has the thread.
A friendly execution loop with technical discipline.
Capability
Tell Dori to fix a bug and the work loop keeps going until the patch is ready to review.
"Fix this bug." Wake up to a PR.
A friendly execution loop with technical discipline.
Capability
Need slides by tomorrow? Dori builds the narrative, the deck, and the speaking flow.
"I present tomorrow." The deck is already in motion.
A friendly execution loop with technical discipline.
Capability
When the task looks risky, the guardrails layer steps in before a careless action reaches the outside world.
"This could break production." Dori slows the loop down first.
A watchful interruption before the wrong action lands.
Capability
Associative recall pulls old context forward when the current task rhymes with something that happened before.
"Wasn't there a similar issue before?" Dori brings the old context back.
A contextual memory bridge instead of a cold reset.
Capability
Memory, guardrails, reasoning, and execution live in separate layers instead of pretending one giant prompt can do everything.
signal → guardrails → memory → plan → execute
A friendly execution loop with technical discipline.
Architecture
A mind, not a prompt.
Dori routes signals through guardrails, memory, reasoning, and execution instead of pretending one giant prompt can do everything.
Guardrails
Amygdala
Urgency, safety, and emotional weight are classified first so reckless tasks do not leak into the rest of the system.
Memory
Hippocampus
Long-lived memory stores episodic, semantic, procedural, relational, causal, and emotional traces that survive resets.
Reasoning
Orchestrator
The planning layer resolves conflicts, picks tools, and turns vague intent into a concrete execution graph.
Routing
Event Bus
Signals move through an event-driven backbone so agents can collaborate without sharing everything with everyone.
Execution
Action Agents
Specialized workers carry the plan forward without dropping context, memory, or execution state.
Signal flow
Demo
See what Dori does.
This is not a concept. Dori has been running with real memory, real tools, and real work loops.
Scenario
Bug fix before bed
Tell Dori. Sleep. Wake up to a PR.
Calm terminal tone. Real memory retrieval. Concrete outcomes instead of advice-shaped answers.
Other loops
Memory recall in motion
Past context reappears right when it matters.
Deck due tomorrow
From a vague prompt to a presentation structure you can actually use.
Proof
This is not a concept.
Dori has been running with real memory, real tools, and real work loops for 150+ days.
Evidence snapshots
days of continuous operation
sources watched and recalled across the stack
platforms connected into one execution loop
lines of Rust delivered in a real implementation sprint
Ecosystem
Built for the stack you already live in.
Dori plugs into the messy real world — chat apps, code hosts, calendars, and the operating system itself.
Dori is not a walled garden. It lives across the stack you already use, then stitches those signals back into one memory-aware execution loop.
Discord
Community threads
Brings community context into the same memory and execution graph.
Slack
Work coordination
Routes work threads into the same context Dori uses for planning and follow-through.
Telegram
Fast alerts
Keeps fast-moving alerts available to the same long-lived memory loop.
GitHub
Code execution
Connects code changes, review context, and pull requests to the same work graph.
Calendar
Time awareness
Adds deadlines, meetings, and timing constraints to the same planning loop.
macOS
Computer control
Lets system state and on-device actions join the same execution context.
Get Started
Get your own Dori.
Join the waitlist. We will let you know when Dori is ready.
No spam. Just one email when Dori is ready for you.