A macroscope for your
engineering organization

Automatic status of what’s changing, best in class AI code review, and an Agent that answers questions and takes action.

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Catch it before it ships

Code Review

Catch real bugs

Macroscope finds more bugs than any other code review tool, without spamming you with false positives.

By the Benchmarks

See how Macroscope compares to other tools according to our internal benchmark.

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What makes our code review different?

We combine an agentic pipeline with purpose-built Abstract Syntax Tree (AST) walkers that we’ve built for the most common programming languages. This allows our agent to deterministically gather rich context about every change, without relying solely on an LLM to search for that context itself. The result is faster, more token-efficient analysis and a deeper understanding of the codebase. This is one reason we achieve higher bug recall at 1/20th the cost of Claude’s Code Reviewer, according to independent benchmarks.

Source: Martian benchmark and official Claude pricing post.

48.31% Recall

~$1/review

40.9% Recall

~$15-$25/review

Approvability

Take PR approvals off of your team's plate. Macroscope can auto-approve PRs that have no bugs and have minimal blast radius.

Clarify warning copy in checkout banner#1842

Correctness Checks

Out of the box, Macroscope finds more bugs than any other tool, without spamming you with false positives

05session: Session

06) {

07if (session.expiresAt <

08Date.now()) {

09return true

10}

11return false

12}

14export async function createSession(

15userId: string

16) {

17const token = generateToken()

18const expiresAt = Date.now()

19+ (60 * 60 * 24)

16export async function createSession(

05session: Session

06) {

07if (session.expiresAt <

08Math.floor(Date.now() / 1000)) {

09return true

10}

11return false

12}

14export async function createSession(

15userId: string

16) {

17const token = generateToken()

18const expiresAt = Math.floor(

19Date.now() / 1000) + 86400

16export async function createSession(

2 bugs detected by Macroscope

auth/session.ts

Critical Bug · Line 07–08

Date.now() returns milliseconds but expiresAt is stored in seconds. Every session will appear expired immediately after...

Fix It For Me

Reply "fix it" on any review comment. Macroscope branches, writes the fix, runs your CI, and merges when checks pass.

Jordan Mills

Removes the settlementDate guard from invoice replay. Paused accounts can now be charged twice when the retry job replays a partial billing window.

Macroscope

This drops the settlementDate guard before invoice replay. Paused accounts can be charged twice during partial-window retries.

@Macroscope Fix it

Scalable Config

Per-repo enable/disable, skip-by-label, file exclusion via .macroscope/ignore, manual triggers via @macroscope-app review. Personal preferences override workspace defaults.

CLI

beta

curl -sSL https://raw.githubusercontent.com/prassoai/macroscope-local/main/install.sh | bash

Run Macroscope's correctness review locally on your machine and catch real bugs before you push to your branch.

macroscope — zsh

❯/macroscope:code-review

Reviewing staged changes against main…

✗Correctness4 issues · auth/session.ts

I've fixed all four issues in a parallel worktree — want me to apply them?

✻ Cooked for 4m 18s

works in your agent

Codex

Claude Code

Cursor

OpenCode

Check Run Agents

Define custom AI reviewers that automatically run within your PRs (each with access to all your connected tools or MCPs), enforcing your stylistic conventions and workflows at PR review time.

Check run agents in progress...

5 agents · defined in .macroscope/check-run-agents

Security Review

Web Event Tracking

Ticket Requirements

Accessibility Audit

Production Errors

PR Summaries

Every PR gets a clear summary with context for reviewers.

Fix Shopify route page title fallbacks

PR #1738 · OpenJordan wants to merge intomain

Summary

This PR fixes checkout titles for Shopify routes whose projected slug is flattened before the title resolver runs.

Adds resolveRouteTitleFallback to recover store titles when a route exists but the generic resolver returns an empty value.
Keeps non-Shopify routes on the existing title resolution path.
Adds coverage for flattened slugs, nested product paths, and missing store metadata.

Start review in src/routes/titleResolver.ts, where the fallback is applied after projection.

Written by Macroscope

The pulse of your engineering org

Status

Know what's shipping. Without asking.

A newsfeed for code changes

Exceptionally succinct and accurate summaries of each commit and PR, automatically distributed to your team in Slack.

Alex Riverajust now

Added webhook support for payment retries and failed deliveries.

3h 30mcoding time

Angie Nunez20m ago

Implemented streaming chatbot responses with inline fallback handling.

2h 10mcoding time

Jordan Mills46m ago

Integrated Stripe usage billing with invoice finalization webhooks.

5h 40mcoding time

Helen Winstonship1h 12m ago

Moved notifications to a queue-based delivery system.

3h 50mcoding time

Marco Devlin2h 05m ago

Added cursor pagination and indexes for audit logs.

1h 25mcoding time

Executive Summaries

High-level summaries of what's changing in your codebase, regenerated multiple times daily and surfaced on the home page and via email. Organized by Area, collapsible, scannable in seconds.

Sprint Summary

Session middleware refactorConsolidated auth checks into a single middleware layer and removed deprecated token handlers from the request path.

Ledger reconciliationMatched payment events against ledger entries and tightened retry handling for disputed or delayed transactions.

Observability stackExpanded service traces and dashboards around CI, secrets rotation, and queue reliability work.

Onboarding funnelImproved the first-run workspace path and referral surfaces for new growth experiments.

Engineering Productivity

Understand engineering output across your team. See how much engineering work is actually landing in production.

Pushed vs. landed

Team Members

All

Project

All

Date Range

May 22-29

Integrations

Native — Deep, first-party integrations that power Code Review, Status, and Agent.

Deep codebase understanding

Agent

Diagnose. Fix. Ship.

Macroscope's agent investigates, writes the code, and ships the PR. Available in Slack, GitHub, and the API.

Slack — answers and actions

Use it directly from Slack. Inspect code, diagnose failures, and ship.

Macros — agentic automation

Trigger recurring workflows, with guardrails, from inside your stack.

API — wire it into your stack

Connect Macroscope to your CI, chat, support, and observability tools.

See it in action

How our team uses Macroscope on real work.

Ship more. Explain Less.

Make sense of your product development and understand what's happening. Save engineering time.

Start For Free

Security

Keeping your data secure is of paramount importance to us. We have rigorous technical, operational and contractual safeguards in place to protect customer data.

SOC 2 Type II compliant

Visit our Trust Center to request copies of our audited documentation.

Visit Trust Center

Encrypted in transit and at rest

All customer data is encrypted at rest and in transit.

Architecturally isolated

Customer Code is architecturally isolated and secured by design.

Zero model training

Macroscope does not train models using your source code, and our agreements with model providers ensure they do not train using your IP.

People seem to like it...

Parag Agrawal
CEO, Parallel

We are huge fans. It's the best code review tool we've tested and I personally love that we can avoid unnecessary status update meetings.

Scott Belsky
Cofounder of Behance @ Founder A24 Labs

Macroscope has become a core part of our engineering team, bringing some new superpowers in productivity and keeping us all aligned and up to speed on what's getting done every day.

Kaz Nejatian
CEO, Opendoor

I filed a minor bug with @Macroscope at 9 am London time. By 3 pm London time (7 am SF time!) @kayvz personally responded and was fixing it. Founder mode.

Logan Fisher
CPO & CTO, Parkhub

Macroscope just gets it. They've cracked the code on turning huge amounts of complex data into clear, actionable insights-and they've made it effortless for us to make smarter decisions, faster.

Shane Mac
CEO, XMTP Labs

Rarely do I see a product that helps everyone in the org save time and do more without asking us to do more. The team does less updating while leadership can see what's actually happening - and even ask questions about it - all without distracting anyone.

Michael York
CEO, Casa

Macroscope's commit summaries – drawing from their deep understanding of our projects and codebase – are the beating heart of our engineering organization. The kind of upgrade you can never imagine working without.

Nick Molnar
CTO, XMTP Labs

We've used just about every AI-driven PR assistant out there: the signal to noise from Macroscope is the best I've seen. The PR descriptions are better than what we would have written by hand, and when it flags an issue it's almost always a real bug.

Hardik Patil
Product Lead at Anon

Macroscope makes it easy for me to stay on top of engineering progress and developer productivity, even as a solo product lead working with 8 engineers. Their support is ridiculously responsive, and they're super fast at shipping new features I requested.

Marcel Molina
CTO & Cofounder, Particle

Macroscope is like having a distinguished engineer tech lead who's read every diff, understands every project, and can answer any question about your codebase instantly. We can finally focus on shipping instead of process.

A macroscope for yourengineering organization