AI change intelligence
Get clarity on what goes out.
syncTrace turns every merged pull request into a plain-language summary and a doc-impact alert in Slack — and runs @syncTrace drift checks between your PRs and Linear tickets.
free to start · sign in with GitHub · no credit card
Teams ship fast with AI — and lose the thread.
A PM plans an idea, one dev implements it while others ship in parallel, QA tests, you release. Nobody holds the whole picture — so:
- Nitty-gritty changes and impact areas get missed.
- Docs go stale — nobody updates them when behavior changes.
- Support tickets surface later for issues that were predictable at ship time.
- Debugging is slow because no one connects a ticket back to the change that caused it.
how it works
Two flows, both grounded in what you already ship.
On merge → a summary + doc-impact, in Slack
Connect GitHub and Slack, then wire the repos and branches you care about on a visual canvas. Every merge into those branches becomes a stakeholder summary plus a documentation-impact analysis — posted to the right channels automatically, or held for review.
- Headline, key changes, impact areas, risks
- Which docs likely went stale + suggested updates
- Per-route: post automatically, or draft for approval
On demand → @syncTrace drift checks
Comment @syncTrace on a GitHub PR or its Linear issue. syncTrace resolves the exact PR↔ticket link, compares the full diff to the ticket, and posts a scope/coverage breakdown — on the Linear issue and the PR.
- ✅ covered · ⚠️ added beyond spec
- ❌ not yet addressed · ❓ to confirm
- Posted as the syncTrace app; re-runs edit in place
features
What you get
Plain-language summaries
Written for PMs, support, and QA — a headline, the key changes, impact areas, and explicit “watch-for” risks. Not a raw commit log.
Doc-impact analysis
Flags which docs a change likely made stale and suggests the update — the problem most release tooling ignores.
Intent→code drift checks
Comment @syncTrace on a PR or Linear ticket and get a structured read of what the diff covers, adds, and still misses.
Visual routing “patch bay”
Wire repos and branches to Slack channels on a node-graph canvas, each set to auto or review. Routing is the monitoring config.
Cost-disciplined by design
Unrouted merges are ignored entirely and model inputs stay lean — no noise, no runaway spend.
Secure & team-ready
GitHub App (not PATs), signed and de-duplicated webhooks, encrypted tokens, role-based access, and an audit log.
use cases
Built for the jobs you actually have.
AI pull request summaries
Turn every merged pull request into a plain-language summary — headline, key changes, impact areas, and risks — posted to Slack automatically or for review.
learn more →Documentation impact & drift detection
Catch documentation drift at merge time: syncTrace flags which docs a change likely made stale and suggests the update, delivered alongside the PR summary in Slack.
learn more →PR vs. ticket drift checks
Did the PR do what the ticket asked? Comment @syncTrace on a GitHub PR or Linear issue for a ✅/⚠️/❌/❓ scope-coverage breakdown comparing the full diff to the ticket.
learn more →integrations
Works with the stack you already use.
Code & PRs via a GitHub App
Tickets & drift-check target
Where summaries land
Doc updates
faq
Frequently asked questions
What is syncTrace?
syncTrace is an AI change-intelligence layer for your software lifecycle. When a pull request merges, it posts a plain-language stakeholder summary and a documentation-impact analysis to Slack. On demand, it runs intent→code drift checks that compare a PR to its linked Linear ticket.
What's in a merge summary?
Each summary has a headline, a plain-language description, the key changes, the impact areas to watch, and explicit risks — written for stakeholders like PMs, support, and QA, not as a raw commit list.
What is an intent→code drift check?
Comment @syncTrace on a GitHub pull request or its Linear issue, and syncTrace compares the full diff to the linked ticket, then posts a breakdown: ✅ what's covered, ⚠️ what was added beyond the ticket, ❌ what's not yet addressed, and ❓ what to confirm — on both the Linear issue and the PR.
Which tools does syncTrace integrate with?
GitHub (via a GitHub App), Linear, and Slack today. Notion is coming soon for the documentation-update flow.
Does syncTrace post automatically or wait for review?
Your choice, per route. Each repository/branch → Slack-channel wire is set to auto (posts immediately on merge) or review (drafts the summary for a person to approve and send).
Does syncTrace send my source code to an AI model?
For merge summaries it keeps inputs lean — the PR title and description, diff stats, changed file paths, and the linked issue — not full file contents. Drift checks do compare the full diff. And merges you haven't explicitly routed are ignored entirely, so nothing is processed unless you asked for it.
Which AI model does syncTrace use?
By default, Google's Gemma via the Gemini API, behind a provider-agnostic layer. Workspaces can bring their own key and choose a model per flow.
Is syncTrace secure?
Yes. It connects through a GitHub App with short-lived installation tokens (not personal access tokens), verifies and de-duplicates every webhook, encrypts integration tokens at rest, and isolates each workspace's data.
pricing
Free to start.
free plan
Connect GitHub, Linear, and Slack, wire up to 25 routing nodes, and invite up to 3 teammates — at no cost. Paid tiers are on the way.
get started →