AI-Powered Software Development
Enterprise software, built with AI — engineered for efficiency.
We deliver production-grade software using AI development tools — refined over 25 billion tokens of real client work, at 94% cache efficiency.
Context Architecture
25 billion tokens processed at 94% cache efficiency.
Context architecture engineered for deterministic efficiency at enterprise scale.
CONTEXT
CACHE
CONTEXT INPUT
5.4%
Written once, cached
CACHE REUSE
94%
Massive scale efficiency
25B
TOKENS PROCESSED
94%
CACHE HIT RATE
87.3M
OUTPUT TOKENS
5.4%
CONTEXT WRITTEN
The Architecture
·Large 1M-token contexts written once, reused hundreds of times
·94% of all tokens served from cache, not recomputed
·Minimal uncached computation overhead
·Deterministic context lifecycle management
The Engineering
·Context treated as reusable infrastructure
·Designed for predictable cache behavior
·Token lifecycle optimization at scale
·Production-validated on 25B tokens
The Result
Enterprise AI at scale.
Efficiency through architecture, not compromise.
MACE INNOVATIONS
* Statistics derived from Anthropic API usage reports. Token counts represent actual API consumption across production workloads. Cache efficiency calculated from cache_read_input_tokens vs total input tokens. Results may vary based on context architecture and usage patterns.
MAY 2026 DEVELOPMENT
1,726 Commits. 37 Projects.
Our biggest month yet — platform build-out and client delivery scaling in parallel.
⚡
0
Total Commits
📦
0
Active Projects
📈
0+
Lines Added
📄
0
Files Modified
Work Breakdown
1,585 commitsGeneral Updates48531%
Iterative Refinement46129%
New Features40125%
DevOps / Config1127%
Documentation684%
Code Style584%
Stack & Focus
Platform
Multi-Agent PlatformAutomation
Delivery
CI/CDVercelPreview Envs
Data
SupabasePostgres Migrations
Tooling
PrettierDocs
Languages
TypeScriptC#PythonPLpgSQLHCLShell
Impact Metrics
7.42B
TOKENS PROCESSED
96%
SERVED FROM CACHE
+378K
NET LINES
56/day
AVG COMMITS
7
LANGUAGES
142
TOTAL REPOS
Every commit above shipped through fabric — the multi-agent platform we run internally.Explore Fabric →