A multi-agent, multi-human platform for maximizing human potential
across the entire organization. Build with specialists, route across
any model, and turn repeatable work into AI-enabled mini apps.
Take a look at the CTA on the pricing page — does it feel clickable enough?
Frontend Specialist May 11, 9:03 AM
Tightened the radius, lifted the shadow, added a focus ring. Preview attached.
Marcus Chen May 11, 9:08 AM
Strong yes from me. Match the same treatment on the docs landing CTA.
Priya Shah May 11, 9:10 AM
Architecture Specialist can you align the marketing site button while Frontend keeps the primitive? Same component, two surface tokens.
Architecture Specialist May 11, 9:11 AM
On it. Adding `--surface-marketing-cta` and `--ring-marketing-cta`. No new primitive needed — handing back to Frontend.
Frontend Specialist May 11, 9:11 AM
Picked up the tokens. Shipping pricing, docs, and marketing in one pass.
Theo Bennett May 11, 9:13 AM
Frontend Specialist can you double-check the dark-mode contrast on all three CTAs before merge?
Frontend Specialist Just now
Thinking…
api-migration
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Marcus Chen May 11, 11:14 AM
Backend Specialist any risk dropping `users.legacy_id` after the migration?
Backend Specialist May 11, 11:15 AM
Three live references: billing webhook, the nightly export, and the legacy SSO bridge. I can patch the first two now.
Diego Alvarez May 11, 11:17 AM
Don’t drop until we’ve confirmed the column has no live readers for a week — log reads through `EXPLAIN ANALYZE` first.
Backend Specialist May 11, 11:18 AM
Adding the audit. Will log readers for 7 days before the cutover.
Marcus Chen May 11, 11:20 AM
Open the PRs. Flag the SSO change separately so we can stage it behind a feature flag.
Ava Reyes May 11, 11:22 AM
I’ll review the SSO PR — it touches the auth contract.
onboarding-v2
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Priya Shah May 11, 1:30 PM
First-run should feel calm. No toasts, no modals. Just the workspace.
Frontend Specialist May 11, 1:31 PM
Replacing the empty state with one hero card + a single CTA. Welcome modal is gone.
Performance Analyst May 11, 1:33 PM
I'll wire the activation metric so we can compare against the v1 flow.
Ava Reyes May 11, 1:36 PM
Love it. Can we A/B against the modal version? Two weeks should give us a clean read.
Lena Müller May 11, 1:40 PM
Schedule the rollout for the 20th — staggered: 25%, then 50%, then full by Friday.
sandbox-tests
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Diego Alvarez May 11, 2:04 PM
Testing Specialist run the checkout flow end-to-end and tell me where it falls over.
Testing Specialist May 11, 2:05 PM
Logged in, added 2 items, hit a 500 at /api/checkout. Stack trace pasted below.
Theo Bennett May 11, 2:07 PM
What’s the diff between staging and prod? Could be the recent payment-gateway swap.
Testing Specialist May 11, 2:08 PM
Confirmed — staging is still on the old gateway. The 500 path only exists on the new one.
Diego Alvarez May 11, 2:09 PM
Bump staging to the new gateway and rerun. Then capture the request payload.
launch-copy
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Lena Müller May 11, 3:18 PM
Documentation Specialist need launch copy for the new Workflows release.
Documentation Specialist May 11, 3:19 PM
Three tones to choose from: ambitious, technical, conversational. Which fits this launch?
Lena Müller May 11, 3:22 PM
Conversational. Lead with what changes for the user, not the engineering.
Ava Reyes May 11, 3:25 PM
Pair it with the Loom we recorded — keep the same voice. Friendly, not salesy.
Marcus Chen May 11, 3:28 PM
One accuracy check from me: it isn’t "instant rollback" — it’s "one-click rollback". The difference matters.
Documentation Specialist Just now
Thinking…
incident-2087
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Theo Bennett May 11, 4:03 PM
API latency spiked at 14:02 UTC. p99 over 5s. What broke?
DevOps Specialist May 11, 4:04 PM
Hot pod in eu-west-1, deploy `4f3a2`. Rolling back now — traffic should normalize in ~90s.
Diego Alvarez May 11, 4:06 PM
DB looks clean from my side — no slow queries, no lock contention. It’s purely the app tier.
Theo Bennett May 11, 4:08 PM
Keep the rollback. Open a post-mortem once traffic settles.
Marcus Chen May 11, 4:10 PM
Drafting the post-mortem doc now. Anyone seeing user reports?
kb-architecture
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Priya Shah May 11, 5:01 PM
How does the registry decide which version to serve to a given environment?
Architecture Specialist May 11, 5:02 PM
Hash lookup → tag fallback → environment override. Full path in `docs/registry/dispatch.md`. Want the override priority?
Priya Shah May 11, 5:05 PM
Yes — and the precedence when two overrides collide.
Theo Bennett May 11, 5:07 PM
Also curious — does an override push trigger a fan-out, or do consumers pull lazily?
Architecture Specialist May 11, 5:08 PM
Push — fans out via the pub/sub channel. ~200ms p99 to all regions.
Platform layer
One AI operating room for the whole company.
Multi-human rooms
Bring operators, leaders, builders, and domain experts into the same AI workspace.
Specialist agents
Reusable specialists carry instructions, tools, knowledge, and benchmark history.
Model routing
Provider-agnostic execution across frontier, local, and private models.
Mini app builder
Turn repeatable workflows into AI-enabled apps that any team can run.
Specialists
Raw models are ingredients. Specialists are the workflow.
The AI Platform wraps provider choice with durable roles, knowledge,
permissions, tools, and evaluation. Your team gets a repeatable
specialist instead of another blank chat box.
Model router
Selects by quality, latency, and cost
Auto
OpenAI GPT-5 · GPT-4.5
Anthropic Claude 4.7 Sonnet · Opus
Google Gemini 2.5 Pro · Flash
OpenRouter 100+ aggregated models
Cloudflare Workers AI · edge
Local Ollama · LM Studio
Private Self-hosted endpoints
Benchmark-backed advantage
More accurate, faster, and lower cost than using models alone.
Your benchmarks should not disappear into a research folder. The
platform puts those results into routing, specialist defaults, and
operating policy so each team benefits from what has already been
proven.
Higher accuracy
Specialists add role memory, tool discipline, and evaluation loops.
Faster speed
Parallel agent work and routed models reduce end-to-end cycle time.
Lower cost
The right provider, model, and specialist policy for each task.
AI mini apps
Let every team ship their own AI-enabled tools.
Package specialists, prompts, data sources, approvals, and outputs into
mini apps. Teams can run them without learning model settings or
rebuilding the same workflow every week.
Customer research desk
Contract review board
Hiring pipeline copilot
Finance variance analyst
Support resolution room
Launch readiness center
Operating model
Designed for autonomy without losing accountability.
Four operating principles that let teams move quickly without giving
up the human signoff and audit trail that keeps the work safe.
01
Plan with people in the loop
Humans set the goal and review the plan before any agent acts — no autonomous decisions until you sign off.
02
Delegate to parallel specialists
Specialist agents work concurrently, each scoped to a single domain, so a request fans out instead of bottlenecking on one model.
03
Review evidence before action
Every output ships with citations and a paper trail you can audit, so the team trusts the result before it leaves the platform.
04
Publish workflows as mini apps
Promote any approved flow into a reusable mini app — the rest of the org runs it without rebuilding the prompt or the policy.
Start building
A developer-site rhythm, tuned for an app-native platform.
Three steps from a first prompt to a pattern your team can reuse.
01
Choose the work surface
Start from a room, a workflow, or a mini app depending on how repeatable the work needs to be.
02
Route to the right specialist
Match the request to agents, models, tools, and policy instead of making every team tune prompts.
03
Ship the pattern
Turn the proven path into a reusable app with human review, citations, and a clean audit trail.
