1
Developer heads-up
A small fix, sent privately.
Rafael gets one concise suggestion with the source linked. He can resolve it before it becomes management work.
Unresolved items can escalate later
AI-assisted engineering management
Keep work moving. Skip the status chase.
ShakaFlow finds the few engineering issues that need a human decision, gives developers the first nudge, and escalates only what stays stuck.
Free during early access. Bring your own Anthropic or OpenAI key.
AI-generated content can be inaccurate. Read the disclaimer.
Management impact calculator
How much manager time could ShakaFlow save?
Two team-size numbers. One quick estimate.
You could get
8 hours back
every week
every week
Tasks could reach Done
14% sooner
23 hours today 15 with ShakaFlow
≈ 4.3 manager-days returned each month
ShakaFlow watches GitHub and your tracker, then alerts the right person in Slack.
How is this calculated?
We estimate 30 minutes per developer each week for checking work and chasing context, plus one hour per manager for consolidating updates. ShakaFlow is estimated to reduce that work by 35%.
For task speed, we assume 40% of delivery time is spent waiting on reviews, blockers, or context. Reducing that waiting by 35% gives a 14% modeled improvement.
Estimate only. Actual results depend on your workflow.
A deliberate escalation path
Developers first. Managers only when needed.
ShakaFlow gives the person closest to the work a chance to clear it. If the issue remains, the manager gets the context and a ready next step.
2
Manager escalation
The same item, now with actions.
Rafael did not clear it, so it reaches Alex with the reason it matters and the follow-up already addressed.
One button per item, addressed to one person
If it clears
Nothing else is sent. Quiet is the success state.
If it stays stuck
The manager sees the history, owner, and reason it matters.
If action is needed
A concise follow-up is ready to review and send.
Actionable conversations
From signal to human follow-through
Review an editable draft, send it to the right person, and include ShakaFlow so later replies inform the next follow-up. You stay in control of the conversation.
Connect. Surface. Close the loop.
1
Connect
Add ShakaFlow to Slack, then connect GitHub and the project tools your team already uses.
2
Surface
ShakaFlow brings the few items that need attention to the right manager or developer.
3
Close the loop
Send a concise, editable message and keep the thread in context until the work moves forward.
MCP for your agents
ShakaFlow MCP
Ask your team data directly.
Connect ShakaFlow's MCP server once. Claude and Codex can then answer from the Slack, GitHub, and project context your team already maintains, without copying status into a prompt.
- Ask in plain language from the agent you already use.
- See the source tool called for each answer.
- Continue into a follow-up without rebuilding context.
ShakaFlow MCP
Claude Codex
Try a question
Your agent calls ShakaFlow tools and answers from connected Slack, GitHub, and project data.
What needs my attention before standup?
SF
ShakaFlow
One item: Fix duplicate checkout charges (TASK-482) has been waiting on a review response for 3 days. Rafael owns the next step.
✓ get_team_summary GitHubShortcutSlack
Interactive example. Connect once, then ask from Claude or Codex without rebuilding the team context in every prompt.
A real request, answered in Claude Desktop.
Configure on the web. Act in Slack.
Set ShakaFlow up on the web, where you also find deeper history and metrics. Keep the day-to-day short in Slack.
Everything configurable on the web
Connect integrations, pick the channels ShakaFlow watches, choose who gets which notification, and use your own LLM key.
Connects with the tools you already use
Slack 
GitHub 
Toggl 
Jira 
Shortcut 
Linear 
15Five Need another integration? Tell us.
Frequently asked questions
OpenClaw, Claude, and Codex are general-purpose agents you prompt and configure.
ShakaFlow is a ready-to-use engineering workflow in Slack: it watches connected tools, finds stuck work, and provides buttons, modals, and prepared follow-ups without requiring each manager or developer to maintain an agent.
Claude and Codex can still use the same team context through ShakaFlow MCP.
Traffic is encrypted, credentials are encrypted at rest, and production access is restricted and logged. We never train models on your data, and you can use your own AI provider key.
It is free during early access while we shape the product and pricing with beta teams.
Yes. Alongside our hosted service, we can discuss a dedicated or self-hosted deployment for your security and compliance needs.
No. It handles status gathering and prepares follow-ups. People still make every decision.
Slack setup takes minutes. In a short demo, we will help you choose the first workflow worth automating.
Want to see how it fits your team?
Schedule a demoAI disclaimer
ShakaFlow is powered by large language models. Team Anomalies, Daily Suggestions, activity summaries, 1:1 prep, and agent replies can be inaccurate, incomplete, or out of date. Verify important information against the source and use your own judgment before acting. ShakaFlow assists managers; it does not make decisions for them.
Slack plan requirements
ShakaFlow's split-view AI assistant panel requires a paid Slack plan because Slack limits that surface to paid workspaces. Core workflows, including Team Anomalies, Daily Suggestions, check-ins, summaries, metrics, and optional hours reporting, also work on free Slack plans.
See how ShakaFlow fits your team.
Install it in your Slack workspace and point it at one team. If you would rather be walked through it first, we are happy to show you.
Free during early access. Bring your own Anthropic or OpenAI key.