AI agents for the work your team can't scale

Bespoke agents, grounded in a per-business knowledge graph, operated end-to-end by FlexGraph.

Faster app launch

02/145

Faster app launch

Render UI before vehicle_state sync when minimum required state is present, instead of blocking on full refresh during iOS startup.

Activity

Linear created the issue via Slack on behalf of karri · 2min ago

Triage Intelligence added the label Performance and iOS · 2min ago

karri· 4 min ago

Right now we show a spinner forever, which makes it look like the car disappeared...

jori· just now

@Codex can you take a stab at this?

jori connected Codex · just now

Codex

Examining issue ENG-2703

Codex moved from Todo to In Progress · just now

Codex

On it! I've received your request.Kicked off a task in kinetic/kinetic-iOS environment.Searching for root AGENTS filekinetic/kinetic-iOS$ /bin/bash -lc rg --files -g 'AGENTS.md' AGENTS.mdLocating initialization logic for vehicle_state

Thinking...

ENG-2703

In Progress

High

jori

Codex

Labels

Cycle

Cycle 144

Project

Core Performance

A new species of AI agent. Purpose-built per business, grounded in a knowledge graph of what that business actually knows, and operated by FlexGraph.

Built for purpose

FlexGraph agents are shaped around one business at a time — grounded in what it actually knows.

Conversational agents that answer real customer questions without supervision, and hand off when they can't.

Designed for speed

Deployed where your customers already are. The graph grows, and the work taken off your team compounds.

FIG 0.2

Built for purpose

FlexGraph agents are shaped around one business at a time — grounded in what it actually knows.

FIG 0.3

Conversational agents that answer real customer questions without supervision, and hand off when they can't.

FIG 0.4

Designed for speed

Deployed where your customers already are. The graph grows, and the work taken off your team compounds.

Make product operations self-driving

Turn conversations and customer feedback into actionable issues that are routed, labeled, and prioritized for the right team.

1.0Intake→

Backlog8

ENG-2085

Reduce UI flicker during autonomy...

ENG-2094

Add buffering for autonomy event streams

ENG-2092

Reduce startup delay caused by vehicle sync

ENG-2200

Fix delayed route updates during rerouting

Todo71

ENG-926

Remove UI inconsistencies

BugDesign

ENG-2088

TypeError: Cannot read properties

Bug

ENG-924

Upgrade to Claude Opus 4.5

ENG-1882

Optimize load times

Performance

In Progress3

ENG-1487

Remove contentData from GraphQL API

61039

MKT-1028

Launch page assets

Design

ENG-2187

Prevent duplicate ride requests on poor...

Bug62048

Done53

ENG-2074

Clean up deprecated APIs...

API61002

ENG-1912

Reduce latency in autonomy st...

61005

ENG-1951

Reduce ETA fluctuations durin...

61202

ENG-1960

Improve fallback messaging

UI61149

ENG-1991

Improve rider visibility into veh...

Thread in #feedback

didier

Has anyone been looking into the iOS startup performance issues?

lena

Anyone else noticing the iOS app feels slow to open if you haven't used it in a bit?

didier

Yea, we're still blocking initial render on a full vehicle_state sync every time...

andreas

Feels like we could render sooner and load the rest in the background. Probably also worth tracking startup timing so we know how often this happens!

@Linearcreate issues urgent issues and assign to me

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Customer-driven priorities9

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Build and deploy AI agents that work alongside your team. Work on complex tasks together or delegate entire issues end-to-end.

3.0Build→

Codex

On it! I've received your request.

Kicked off a task in kinetic/kinetic-iOS environment.

Searching for root AGENTS file

kinetic/kinetic-iOS$ /bin/bash -lc rg --files -g 'AGENTS.md'
AGENTS.md

Locating initialization logic for vehicle_state

Thought for 5s

Agents Command Menu

Review PRs and agent output

Understand code changes at a glance with structural diffs for human and agent output. Review, discuss, and merge — all within Linear.

4.0Diffs (Coming soon)→

kinetic-ios/src/screens/Home/HomeScreen.tsxkinetic-ios/src/HomeScreen.tsx

import React from 'react'import { View, ActivityIndicator } from 'react-native'import { useVehicleState } from '@hooks/useVehicleState'import { Dashboard } from '@components/Dashboard'export const HomeScreen = () => {  const { vehicleState, isFullySynced } = useVehicleState()  if (!isFullySynced) {    return <ActivityIndicator size="large" />  }  return (    <View>      <Dashboard state={vehicleState} />    </View>  )}

import React from 'react'import { View, ActivityIndicator } from 'react-native'import { useVehicleState, SyncStatus } from '@hooks/useVehicleState'import { Dashboard } from '@components/Dashboard'export const HomeScreen = () => {  const { vehicleState, syncStatus } = useVehicleState()  if (syncStatus === SyncStatus.PENDING) {    return <ActivityIndicator size="large" />  }  return (    <View>      <Dashboard state={vehicleState} syncStatus={syncStatus} />    </View>  )}import React from 'react'
import { View, ActivityIndicator } from 'react-native'
import { useVehicleState, SyncStatus } from '@hooks/useVehicleState'
import { Dashboard } from '@components/Dashboard'

export const HomeScreen = () => {
  const { vehicleState, syncStatus } = useVehicleState()

  if (syncStatus === SyncStatus.PENDING) {
    return <ActivityIndicator size="large" />
  }

  return (
    <View>
      <Dashboard state={vehicleState} syncStatus={syncStatus} />
    </View>
  )
}

export const CodeReview = () => {  <Diff.Provider>    <Slow />    <Fragmented />    <HumanOnly />    <Frictionless />    <Integrated />    <AgentReady />  </Diff.Provider>};

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Weekly Pulse for Apr 14

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UI refresh

At risk

By romain · 1 day ago

iOS implementation is mostly complete, but Android updates are still work in progress
Risk of timeline slip if remaining design decisions aren’t finalized soon

Tokyo launch

On track

By julian · 3 hours ago