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Zah
Command
Analytics
Compress
Savings
Health
Engine
Text4
Connecting...
Uptime:
0h 0m
Runs:
0
Saved:
0 tok
⚙️
Compression Ratio
--
✅
Quality Score
92.8%
⚡
Latency
--
📊
Tokens Saved
--
Engine Mood
listening
⚡
Listening
Awaiting commands...
Mood Triggers
Compression ✅
→ happy
Error spike
→ concerned
Idle
→ resting
Top result
→ proud
Live Feed
streaming
⚡ Command Ship online. Polling cloud endpoints...
System Report
healthy
Platform
Google Cloud
Region
us-central1
Tests
1038 pass
Control
✓ Live
Proxy
✓ Live
Worker
Internal
Redis
Memorystore
Registry
Artifact
Build
Cloud Build
Last Compression
--
Ratio
--
Tokens In
--
Tokens Out
--
Latency
--
Quality
--
Provider
--
Cost Intelligence
Tokens saved
0
$ Saved
$0.00
Cost/1k tokens
$0.005
Monthly proj
$0
Engine Specs
Quality Avg
92.8%
Test Suite
1038/1038
SBE Binary
21.1x
Build Size
506.52 KB
Parameters
26 tuned
Total Runs
0
Pass Rate
--
Avg Ratio
--
Avg Latency
--
Compression Chart
Run compressions to see chart...
Competitive Benchmarks
vs industry
Loading benchmarks...
Recent Operations
0 ops
Time
Domain
Tokens In
Tokens Out
Ratio
Risk
Status
No operations yet
Live Compression
ready
The system architecture employs a multi-tier microservices pattern with gRPC communication between services. Each service maintains its own database following the database-per-service pattern. The API gateway handles authentication, rate limiting, and request routing. Load balancing uses consistent hashing with virtual nodes to distribute traffic evenly. Circuit breakers prevent cascade failures when downstream services are unavailable. The deployment pipeline runs 847 integration tests across 12 service boundaries. Response latency averages 23ms at p50 and 89ms at p99 under load. Memory usage peaked at 2.3GB during stress testing with 10,000 concurrent connections.
General
Code
Legal
Medical
Financial
Scientific
⚡ Compress
Compressed Output
Output will appear here...
Verification Details
Jaccard
--
Bigram
--
TF-IDF
--
Coverage
--
ROUGE-L
--
Overall Loss
--
💰
Total Saved
$0.00
⚡
Tokens Saved
0
📈
ROI
--
📅
Monthly Projection
$0
Cost Breakdown
Token cost (before ASEC)
$5.00/1M
Token cost (after ASEC)
--
Savings per call
--
Total compressions
0
Total tokens in
0
Total tokens out
0
Projections
Daily
$0
Weekly
$0
Monthly
$0
Quarterly
$0
Annual
$0
5-Year
$0
Services
healthy
Control Plane
✓ Online
Proxy Server
Checking...
Worker
Internal
Redis
Memorystore
Artifact Registry
✓ Connected
Performance
Last latency
--
Ratio
--
Tokens/sec
--
Container
512Mi / 1 vCPU
Scaling
0-5 instances
Memory
Status
Loading...
Decisions
--
Patterns
--
Cache
--
Health Timeline
⚡ Health monitor active. Polling every 5s.
ASEC Core
v1.0
Quality Average
92.8%
Test Suite
1038/1038
Build Output
506.52 KB JS
Type Defs
206.55 KB DTS
Packages
7 (monorepo)
Compression Engine
Adaptive Tuner
✓ 26 params
SBE Encoder
✓ 21.1x binary
Interval Density
✓ Active
Synonym Verifier
✓ Calibrated
Domain Phrases
✓ Gated
Token Pruner
✓ Calibrated
Fact-Density Floor
✓ Active
Verification Signals
Jaccard similarity
✓
Bigram overlap
✓
TF-IDF cosine
✓
Token coverage
✓
ROUGE-L
✓
Multi-signal fusion
✓
Deployment Architecture
Control
Cloud Run
Port 8080
Proxy
Cloud Run
Port 3100
Worker
Cloud Run
Internal
Cache
Redis 7
Memorystore
Images
~65MB
3 containers
Region
Iowa
us-central1
Messages
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