Ask Devplan

Ask anything about your product. Get evidence-based answers grounded in what actually happened.

Ask Devplan understands your codebase, tickets, meetings, delivery history, and product decisions. Available for humans and AI agents via Slack, MCP, and Devplan.

Book a demo → Example queries ↓

01What it does

One interface for humans and agents.

Built for humans and agents

Ask in natural language. Or wire it into your agent workflow.

Ask Devplan works for a PM checking on a project in Slack, and for an AI agent querying product context via MCP as part of an automated workflow. Same interface, same answers.

Slack · Human

@devplan
why was CSV export
descoped from v1?

→ Slack-thread answer
  with 3 cited sources

MCP · Agent

{
  "tool": "ask_devplan",
  "query": "csv export
    descope reason",
  "include_sources": true
}

Available everywhere

Slack, MCP, and Devplan.

Ask questions where you already work. No context switching. Slack users get threaded answers. MCP users get structured responses. Devplan users get a full chat interface with history.

SSlack

→

◆Ask

←

MMCP

Answers with citations

Every answer traceable back to source.

Ask Devplan does not hallucinate. Every claim in an answer is linked to the commit, ticket, meeting, or doc it came from. High confidence — or it says so.

The launch is blocked on PR #482, stalled 22h on review.

HIGH CONF · 1 commit · 1 ticket · 1 Slack thread

3× cheaper than MCP queries

More efficient than querying Claude directly.

Ask Devplan is 3× cheaper than MCP queries with Claude and 2× faster on response generation, because Weaver pre-indexes your context rather than fetching it at query time.

Cost / 1,000 queries

MCP w/ Claude $9.20

Devplan $3.00

Latency P50

MCP w/ Claude 2.4s

Devplan 1.1s

02How it works

From question to cited answer.

You ask a question

In natural language, via Slack, MCP, or Devplan.

Weaver retrieves context

Searches across your connected tools and surfaces the most relevant signals.

Answer delivered with citations

Structured, specific, grounded in your actual organizational context.

03Example queries

Real questions, real answers.

What changed on the billing feature this week?
Why did we decide to descope the CSV export?
What is blocking the auth redesign?
What are customers saying about search?
Which PRs have been stalled for more than 24 hours?
What did we ship in the last two sprints?

Persistent cross-system memory.

Unlike a one-off search, Weaver maintains a continuously updated context graph across all your tools. Ask Devplan answers are only as good as the memory behind them.

3×

Cheaper than MCP queries with Claude

2×

Faster response generation

04Related features