Macroscope
macroscope.com
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Technologies
Salaries
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Growth
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Financials
Overview
Merge PRs faster and fix bugs before they reach production. Macroscope provides AI-powered code review, automated PR descriptions, and real-time status updates for modern development teams.
News
Macroscope Agent: AI Code Review Agent with MCP, Webhooks & Automations
AI agent that automates code fixes, production health sweeps, and support triage. Connects to Sentry, Amplitude, LaunchDarkly, and any MCP server. Event-driven or scheduled.
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Usage Based Pricing
Seat Based Pricing is Dead. Here's what's changing, why, and what it means for our customers.
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We (Basically) Stopped Writing Prompts. Here's What We Do Instead.
How Macroscope replaced hand-written prompts with automated prompt optimization. Our auto-tune system tests competing strategies and picks the winner.
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Macroscope Code Review v2 Powered by Opus 4.5
Macroscope Code Review v2, powered by Claude Opus 4.5, delivers 40% higher recall, 25% higher F1 score, and 10% fewer false positives for more accurate AI code reviews.
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Macroscope November 2025 Changelog
We've shipped a bunch of improvements to Macroscope over the last month. Here's an overview.
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Technologies
Tech DNA
TypeScript
Go
Python
React.js
PyTorch
TensorFlow
PostgreSQL
GCP
AI/ML
Python
GCP
Terraform
PostgreSQL
CI/CD
IAM
RAG
Fine-tuning
Reinforcement Learning
RLHF
Synthetic Data
AI Agents
DPO
GRPO
PPO
LLM Guardrails
Git
Cursor
Prompt Engineering
PyTorch
TensorFlow
Security
Go
Rust
JavaScript
Least Privilege
Threat Modeling
Other
TypeScript
React.js
Figma
Jira
Linear
Stack modernity
73/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
TypeScript
4 jobs
Required
$300k
+67% vs market
Python
3 jobs
Required
$300k
+67% vs market
Go
3 jobs
Required
$300k
+47% vs market
Rust
3 jobs
Required
$300k
+30% vs market
PostgreSQL
3 jobs
Required
$300k
+107% vs market
Terraform
3 jobs
Required
$300k
+65% vs market
GCP
3 jobs
Required
$300k
+58% vs market
JavaScript
1 job
Required
$300k
+88% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
JavaScript
16%
CI/CD
15%
TypeScript
13%
GCP
12%
AI Agents
12%
Share of companies in the same industry that use each technology.
Stack changes
LLM Guardrails
Aug 2026
IAM
Aug 2026
PPO
Aug 2026
GRPO
Aug 2026
DPO
Aug 2026
Figma
Aug 2026
AI Agents
Aug 2026
Synthetic Data
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
NVIDIA
Thomson Reuters
Snowflake
Jobgether
ServiceNow
CrowdStrike
Salary insights
Compensation ranges based on this company's open jobs
Median
$300k
Typical range
$280k – $300k
Open positions
5
5
Jobs
Junior
40%
Middle
40%
Senior
20%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 2 | $300k | $300k |
| Middle | 2 | $290k | $280k – $300k |
| Senior | 1 | $300k | $300k |
Highest paying role
Senior Security Engineer
$300k
Normalized to USD per year
Growth
Hiring Momentum
50/100
Stable
Open positions
5
0 opened / 4 closed in 30 days
Median time-to-fill
330 days
faster than 3% of the market
ATS activity
Every ~3 days
08/30/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Design
67% ▲
AI/ML
33% ▲
Activity Timeline
Added Figma to stack
Aug 2026
Added AI Agents to stack
Aug 2026
Added Synthetic Data to stack
Aug 2026
Added RLHF to stack
Aug 2026
Added Reinforcement Learning to stack
Aug 2026
Added Fine-tuning to stack
Aug 2026
Added TensorFlow to stack
Jul 2026
Added PyTorch to stack
Jul 2026
Added Threat Modeling to stack
Jul 2026
Added RAG to stack
Jul 2026
Added Least Privilege to stack
Jul 2026
Added Prompt Engineering to stack
Jul 2026
Jobs
$170k – $280k per year • In office • Full-Time • 3+ years exp • San Francisco
Go
Python
Rust
TypeScript
PostgreSQL
AI/ML
Fine-tuning
Reinforcement Learning
RLHF
Synthetic Data
DPO
GRPO
PPO
DevOps
GCP
Terraform
Apply
$150k – $300k per year • In office • Full-Time • 2+ years exp • San Francisco
Apply
$150k – $300k per year • In office • Full-Time • 2+ years exp • San Francisco
TypeScript
AI Agents
Design
Figma
Apply
$190k – $300k per year • In office • Full-Time • 4+ years exp • San Francisco
Go
JavaScript
Python
Rust
TypeScript
PostgreSQL
Frontend
React.js
DevOps
GCP
Terraform
Apply
$190k – $300k per year • In office • Full-Time • San Francisco
Go
Python
Rust
TypeScript
PostgreSQL
AI/ML
RAG
LLM Guardrails
DevOps
CI/CD
GCP
Terraform
IAM
Cybersecurity
Least Privilege
Threat Modeling
Apply