Augmentations

FORGES Security

FORGES is built with security from day one, ensuring all automated fixes, code analysis, or environment updates happen safely and compliantly.

• Automated Vulnerability Detection

  • Scans codebases, libraries, dependencies against known threat intel (e.g., NVD).

  • Works with CodeSynth to propose/apply patches for CVEs, outdated libraries, etc.

• Continuous Security Audits

  • Scheduled/on-demand checks covering code changes, environment configs, and third-party dependencies.

  • Produces comprehensive audit reports with issues, mitigations, and direct links to affected lines.

• Role-Based Access Control (RBAC)

  • Limits who can deploy or trigger AI Agents.

  • Supports custom roles (e.g., “Security Auditor,” “DevOps Lead,” “QA Specialist”).

• Encrypted Data Storage & Transmission

  • TLS in transit, AES-256 at rest.

  • Optional KMS integration (AWS, Azure, GCP, or internal).

• SIEM & Logging Integration

  • Sends alerts/logs to Splunk, Elasticsearch, QRadar, etc.

  • Centralized monitoring, incident response, threat hunting.

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Performance Metrics & Analysis

FORGES extends beyond PerfGuard by providing a unified view of code-level and infrastructure performance across Agents.

• Real-Time Analytics Dashboard

  • Aggregates PerfGuard, TestGenius, InfraSage metrics in one interface.

  • Shows CPU, memory, concurrency, response times, throughput.

• Historical Data & Trend Analysis

  • Logs performance changes over time, pinpointing regressions.

  • Visualizes key metrics (p95 latency, memory usage) weekly or monthly.

• Predictive Insights

  • Forecasts scaling needs or upcoming bottlenecks using historical data.

  • PerfGuard may warn of load thresholds that risk SLA breaches.

• Custom Alerts & Thresholds

  • DevOps sets rules (e.g., CPU > 80% for 5+ minutes triggers an alert).

  • FORGES autoscales resources (InfraSage) or suggests code optimizations (CodeSynth).

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Compliance & Governance

FORGES weaves compliance checks into daily dev workflows, minimizing the risk of drifting from regulations like GDPR or SOC 2.

• Compliance Profiles

  • Prebuilt scanning rules for GDPR, HIPAA, SOC 2, etc.

  • Example: “GDPR Profile” flags potential data leaks or unencrypted PII.

• Audit Trails & Digital Signatures

  • Every change is signed and time-stamped for easy audit references.

  • Links commits/diffs/config changes to specific users or Agents.

• Geo-Fencing & Data Residency

  • Restricts stored code or data to certain geographic locations.

  • Integrates with cloud providers’ region-specific storage services.

• Security & Compliance Reporting

  • Automated monthly/quarterly posture overviews.

  • Provides a compliance “scorecard” for all FORGE Agents.

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Advanced AI Collaboration: The FORGE Trinity

FORGE features a collaborative AI approach with THESIS, ANTI-THESIS, and SYNTHESIS—pushing beyond routine fixes into truly autonomous innovation.

• THESIS

  • Proposes new designs (e.g., adopting design patterns, concurrency models).

• ANTI-THESIS

  • Critiques proposals, revealing regressions or performance overhead.

• SYNTHESIS

  • Combines both to form an optimal solution.

  • Can generate new tests via TestGenius and validate performance with PerfGuard.

• Self-Evolving

  • Learns from each iteration, aligning future proposals with proven successes.

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Custom Workflows & Plugins

FORGE supports extensible workflows and plugin-based customization for specialized scenarios.

• Workflow Automation

  • Chain multiple Agents (e.g., CodeSynth → TestGenius → PerfGuard → DocSavvy).

  • Gated steps (manual approval) or auto-proceed with coverage/performance checks.

• Plugin Architecture

  • Build domain-specific Agents (e.g., healthcare or automotive compliance).

  • Leverage FORGE Core for scheduling, role-based access, and unified data.

• Community Marketplace (Roadmap)

  • Future marketplace for third-party Agents and integrations (e.g., game physics checks, advanced security scanners, UI design).

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Real-Time Collaboration & Issue Tracing

FORGE integrates with Slack, Teams, and Sentry to streamline team communication around issues.

• Issue Tagging & Auto-Assignment

  • Agents detecting bugs create Jira/GitHub issues with logs/diffs attached.

  • Assigns to the right dev/team, reducing back-and-forth.

• In-Chat Debugging

  • Slack/Teams bots share CodeSynth suggestions or PerfGuard metrics.

  • QA, PMs, devs see updates in real time, no context-switching required.

• Issue Lifecycle Visibility

  • Tracks each bug or optimization from detection to resolution.

  • Agents auto-update status (e.g., “Refactor PR merged; next test run scheduled.”)

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Advanced Deployment Automation

Beyond InfraSage’s provisioning, FORGE refines how deployments roll out while ensuring resilience and cost efficiency.

• Atomic Deployments

  • Combine ConfigWizard, TestGenius, PerfGuard to ensure readiness before going live.

  • Automatic rollback if critical issues emerge.

• Multi-Environment Promotion

  • Stores dev/staging/production configs separately.

  • After staging passes tests, FORGE promotes code to production with correct settings.

• Cost-Optimization

  • InfraSage inspects resource usage and suggests scaling down or cheaper instance types.

  • Compares cost footprints to maintain high performance at minimal expense.