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Built for Claude Code teams
Know exactly how your team uses AI — and what it costs.
CloudByte PMS tracks every session, prompt, and commit automatically. Zero workflow change. Live in 10 minutes.
No credit card10-minute setupYour Anthropic key, your spend
acme.cloudbyte.ai/dashboard
LIVE
Sessions
668
+12%
Prompts
4,312
+18%
Commits
2,059
+228×
Spend
$842
−6%
Token spend · 7d
By model
Recent activity
RMRaj pushed 3 commits2m
PSPriya ran 8 sessions9m
ACAlex synced skills22m
MPMaya updated CLAUDE.md1h
Built for Claude Code · tracks every repo, every sprint
Claude Code
GitHub
GitLab
Bitbucket
Linear
Jira
The pillars
The pillars of AI engineering efficiency
Every signal from every developer — captured, attributed, answered in one view.
See what your team is actually getting from AI
ROI multiplier, hours saved, session depth — answered live. Plus prompt clustering so you know which kinds of work are pulling the lift.
- Live ROI multiplier and hours-saved estimate
- Team adoption + activity heatmap
- Prompt pattern clustering per developer
acme.cloudbyte.ai/ai-insights
ROI
8.3×
value / cost
Hours saved
92.9h
@ $45/hr
Depth
9.2
prompts/sess
Adoption
52%
13 of 25
Skills
0
usage
Team adoption heatmap
Less
More
Raj
Priya
Alex
Maya
Sam
The problems we solve
Adoption Visibility
You can't see who's using the $50/seat tool
Vendor reports show completions and suggestions accepted — vanity metrics. They never say if a developer even opened the tool this week.
How CloudByte answers it
Real adoption data per developer, per project
Proof from our 30-day pilot
24%
Paid seats that generated zero AI activity in our pilot
Simple setup
From zero to a working dashboard in under 10 minutes
No infrastructure to host. No SDK to import. You run one command on each developer's machine, and the rest is automatic.
2
Install the agent (2 min)
One command per developer laptop — macOS, Windows, and Linux supported. Registers hooks, starts the background sync job, and performs an initial data flush.
3
See insights (instant)
Prompts appear on your dashboard within 3 minutes of the first AI session. Commits within 10 minutes. Real team data — not sample data.
Usage analytics
Token spend, explained
CloudByte PMS turns the raw Anthropic, OpenAI, and Gemini token streams into something your finance team can actually read. Stacked bars by developer, project, or model. Per-seat burn rates. Cache-hit ratios so you know when prompt-caching is paying back.
Live pricing is baked in — spend a dollar at 9:04 AM and see it attributed by 9:07.
See AI Insights featuresToken spend — last 30 days
Grouped by developer · USD
Opus Sonnet Haiku
RM
Raj Mathur
$204.18
PS
Priya Sharma
$172.36
AC
Alex Chen
$108.42
MP
Maya Patel
$82.60
ST
Sam Taylor
$44.12
Opus $15/$75Sonnet 4.6 $3/$15Haiku $0.80/$4in/out per 1M tokens
Recent commits — AI summarized
All repos · last 24h
4 new
RM
9f2c1a3feat/auth-tokens· Raj Mathur2h ago
feat(auth): session refresh token rotation
Adds per-request token rotation with AES-256-GCM encryption so refresh tokens are never reused. Includes a 5-minute resolver cache.
auth/refresh.ts+42−8
auth/cache.ts+67−0
PS
4b8e7d0feat/webhook-queue· Priya Sharma4h ago
feat(api): batch webhook delivery queue
Unified delivery() across SQS, SNS, and direct HTTP. Exponential backoff with DLQ fallback when the target endpoint errors repeatedly.
AC
2a50f9bmain· Alex Chen6h ago
docs: architecture overview update
Documents the new multi-tenant data boundary and clarifies which services can cross the org scope.
MP
e73a4c2fix/payments-edge-case· Maya Patel1d ago
fix: handle empty response from payments API
Empty 200 responses were falling through the error handler and logging as success. Now treated as a retryable failure.
Commit tracking
Every commit, summarized by AI
Claude Sonnet 4.6 reads each diff and writes a two-to-three-sentence summary. Filter by author, project, branch, or window. Click any commit to expand the AI summary, the file list, and a syntax-highlighted diff viewer.
Collection runs on the same agent that captures prompts. No GitHub webhooks, no repo setup, no branch protection changes. Diffs stored with a 5-day TTL; metadata and AI summaries live forever.
See Git Tracking featuresEnterprise grade
Built for teams, secured for enterprise
Every control a security team checks for, built in from day one — not bolted on at renewal time.
Google SSO & Magic Link
OAuth 2.0 PKCE with domain-restricted access per org, plus passwordless magic-link email auth. One-time tokens expire in 5 minutes.
Role-Based Access Control
Permissions assigned per role — Super Admin, Org Admin, Reviewer, Standard. Hierarchical and server-enforced on every request, zero client trust.
Multi-Project Tenancy
Every project has its own isolated data scope and access boundary. Cross-project data never leaks, even for admins switching between teams within the same organization.
Bring your own Anthropic key
Your Anthropic API key, your billing account. Managed or self-managed tiers. AES-256-GCM encryption at rest.
API-First Architecture
Every dashboard feature is also a REST endpoint. OpenAPI 3 spec shipped, Bearer-token auth, 40+ endpoints covered.
Audit & Compliance
Every AI action logged with user, org, prompt, and token spend. CLAUDE.md compliance tracking per developer per project.
Sensitive Prompt Alerts
Automatically flags prompts containing secrets, credentials, or PII before they leave the developer machine. Real-time alerts to admins. Full audit trail for compliance review.
From the blog
The real data behind AI-assisted development
We built this platform for ourselves first. These posts are what we found.
FAQ
Answers to the questions engineering teams actually ask
Join 50+ teams who measure what matters.
Start free — no credit card, no infrastructure. Your team's AI data on a live dashboard in 10 minutes.