โš™๏ธ Daksh for Engineering

Stop hunting for answers.
Start shipping faster.

Your engineering knowledge is scattered across GitHub, Jira, Confluence, and Slack. Daksh gives every engineer one place to search โ€” and get the answer, not just a link.

Get a demo for Engineering Start free trial
4h
saved per engineer per week finding docs and context
60%
faster onboarding for new engineers joining the team
2ร—
faster incident resolution when runbooks are searchable
The problem

Engineering teams waste hours
searching instead of building

๐Ÿ“š

Docs live in 5 different places

Architecture decisions are in Confluence. The code is in GitHub. The context is in Slack. The ticket is in Jira. Nobody knows where to look first.

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New engineers take weeks to ramp up

Onboarding relies on tribal knowledge. New hires interrupt senior engineers for questions that have already been answered โ€” somewhere โ€” in your knowledge base.

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Incidents drag on without fast answers

During an outage, engineers waste precious minutes searching for runbooks, past incident reports, and service owners. Every minute counts.

How it works

Any engineering question.
Answered in seconds.

Daksh searches across GitHub PRs, Jira tickets, Confluence pages, and Slack threads simultaneously โ€” and synthesises the answer with citations.

Find architectural context instantly. Ask why a decision was made and Daksh pulls the ADR from Confluence, the PR from GitHub, and the Slack thread where it was debated.
๐Ÿ”’ app.dakshapp.com
Why did we deprecate the v1 REST API?
โœฆ Daksh AI Answer

The v1 API was deprecated in Q3 2024 due to lack of pagination support and auth token size limits. The decision was made to align with the new OAuth 2.0 standard. Migration guide is in Confluence.

Sources: Confluence ADR PR #2847 #eng-arch
API Deprecation Decision โ€” v1 REST API
Confluence ยท Engineering ยท ADR-047 ยท 6 months ago
97%
PR #2847: Deprecate v1 API endpoints
GitHub ยท main ยท Merged by Arjun Sharma ยท 6 months ago
89%
Payments service is down โ€” find the runbook and on-call owner
โœฆ Daksh AI Answer

On-call owner: Priya Sharma (Slack: @priya). Payments service runbook: restart the payment-worker pod first, then check Stripe webhook queue depth. Last similar incident: Nov 3, resolved in 22 min.

Sources: Runbook INC-2891 #incidents
Payments Service Runbook โ€” Recovery Steps
Confluence ยท Engineering ยท Updated 2 weeks ago
99%
#incidents โ€” Payments outage Nov 3 thread
Slack ยท 2 months ago ยท Resolved in 22 min
85%
How do I set up my local dev environment for the search service?
โœฆ Daksh AI Answer

1. Clone search-service from GitHub. 2. Run make dev-setup โ€” this starts Qdrant and Postgres via Docker. 3. Copy .env.example to .env. Full guide in Confluence.

Sources: Dev Setup Guide README.md
Engineering Onboarding Guide โ€” Local Setup
Confluence ยท Updated last week by Rahul Mehta
98%
Features for Engineering

Built for how engineers
actually work

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Cross-system search

Search GitHub PRs, Jira tickets, Confluence pages, and Slack messages in a single query.

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AI answers with citations

Get direct answers synthesised from your docs โ€” not a list of 10 links to click through.

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Permission-aware results

Respects GitHub repo visibility, Confluence space permissions, and Jira project access โ€” every engineer sees only what they're allowed to.

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Real-time sync

Daksh re-indexes on every commit, PR merge, or Confluence edit โ€” so answers are always up to date.

Integrations

Connects to every tool
your engineering team uses

GitHub
Jira
Confluence
Slack
Bitbucket
!
Jira Service

Give your engineering team
their time back.

See how Daksh eliminates documentation friction for engineering teams in 30 minutes.

Request a demo for Engineering Start free trial