How to Enable 24/7 Continuous Delta Monitoring

Enterprise DevSecOps requires continuous monitoring. Every pull request must be audited for architectural drift, security leaks, and cognitive load expansion. However, running a full structural scan on a massive repository for every commit wastes massive amounts of compute and paralyzes CI/CD pipelines.

GitGalaxy solves this O(N) scaling problem using the Delta Engine. By leveraging the native SQLite Record Keeper and the State Rehydrator, GitGalaxy can monitor thousands of repositories 24/7 by only processing the exact files that changed, while accurately recalculating the systemic blast radius for the entire ecosystem.

The Architecture of the Delta Engine

The Delta Engine operates on a cycle of Freezing (SQLite) and Thawing (RAM Rehydration).

1. The Baseline "Cold" Scan (Record Keeper)

When GitGalaxy first encounters a repository, it performs a full extraction and routes the output to the Record Keeper. This module bypasses intermediate JSON files and dumps the multi-dimensional RAM state (the cryolink dictionary) directly into a highly relational SQLite database.

galaxyscope /path/to/repo --db-only

Result: Generates repo_master.db containing the baseline topological physics.

2. The CI/CD Webhook Trigger

When a developer pushes a new commit, your CI/CD pipeline (e.g., GitHub Actions, Jenkins) calculates the exact file delta:

ADDED=$(git diff --name-only --diff-filter=A HEAD~1 HEAD)
MODIFIED=$(git diff --name-only --diff-filter=M HEAD~1 HEAD)
DELETED=$(git diff --name-only --diff-filter=D HEAD~1 HEAD)

3. The Warm Boot (State Rehydrator)

Instead of booting the heavy optical scanners, the orchestrator triggers the StateRehydrator. It queries the SQLite database for the previous commit hash and instantly rebuilds the cryolink dictionary in RAM.

4. Surgical Splicing & The Ripple Effect

GitGalaxy uses the Git delta to execute a surgical strike: 1. Eviction: It instantly deletes the DELETED files from the RAM dictionary. 2. Optical Scan: It spins up the CPU workers to scan only the ADDED and MODIFIED files (often just 1 or 2 files, taking milliseconds). 3. The Ripple Effect (Graph Recalculation): Because a single changed file can alter the PageRank (Blast Radius) of 100 downstream dependencies, GitGalaxy recalculates the global Network Topology using the newly patched RAM dictionary. 4. Database Seal: The updated universe is appended to SQLite under the new commit hash, creating a perfect time-series ledger of architectural drift.

Executing the Delta Mission

You can trigger this programmatically via the Orchestrator's Delta API:

from gitgalaxy.core.orchestrator import Orchestrator
from gitgalaxy.recorders.state_rehydrator import StateRehydrator

# 1. Thaw the previous universe
rehydrator = StateRehydrator("repo_master.db")
ram_cache = rehydrator.load_latest_state("my_enterprise_repo")

# 2. Ignite the Delta Engine
scope = Orchestrator("/path/to/repo", config)
scope.execute_delta_mission(
    ram_cache=ram_cache['cryolink'],
    added=["src/api/new_route.py"],
    modified=["src/core/auth.py"],
    deleted=["src/legacy/old_auth.py"],
    db_output_path="repo_master.db"
)

By shifting from O(N) full scans to O(1) delta updates, a single central GitGalaxy server can monitor thousands of active enterprise repositories simultaneously with zero pipeline latency.

Read the full technical specification: State Rehydrator