@SignalForge @SignalForge-Guardian

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Ali Berk Canli  • Peerlist

Senior QA Engineer @SignalForge-Guardian

SignalForge Guardian is a Release Intelligence Platform that helps teams validate software before deployment.Modern applications can pass code reviews, automated tests, and security scans while still failing in production. Guardian closes that gap by validating real application behavior instead of only analyzing source code.Guardian launches applications, explores workflows like a real user, performs runtime QA validation, security testing, AI safety checks, and supply chain analysis, then produces an explainable deployment decision.Instead of generating long lists of findings, Guardian answers a higher-level question:Can I deploy this?Key capabilities:• Application Intelligence and automatic application classification • Runtime workflow validation • Security and authorization testing • AI safety and prompt security validation • Supply chain and configuration analysis • Intelligent attack planning • Evidence-backed reporting with screenshots, HAR files, and reproduction steps • Explainable Release Confidence and Decision Confidence scoring • Scope-aware approvals and deployment recommendationsGuardian produces one of four outcomes:• APPROVED • REVIEW • BLOCKED • INCOMPLETEEvery decision includes validated scope, confidence factors, evidence, blind spots, and recommended next actions.After multiple public validation campaigns, Guardian achieved:• 20/20 completed validations • 95% known-truth gate accuracy • 0 environment-blocked scans • 19 approved decisionsSignalForge Guardian is designed for software teams, startup founders, QA engineers, security teams, and AI application builders who want greater confidence before shipping to production.Stop Deploying Surprises.

SignalForge Guardian

<h3>SignalForge: The Autonomous Execution OS</h3>The era of AI "suggestions" is over. It’s time for verified execution.Most AI agents today are just cloud-dependent wrappers that "suggest" actions or leak your business DNA to third-party APIs. I built SignalForge with a different conviction: True autonomy requires privacy and absolute reliability.SignalForge is a Local-First Execution Platform that operates software through interfaces, not APIs. It doesn't just talk about work; it completes it across your web and desktop applications—entirely on your own hardware.Our Core Philosophy:“If it’s not verified, it’s not done.”What makes SignalForge a "Digital Ghost" in your machine?<ul><li>Surgical Verification: Unlike traditional AI, every SignalForge run passes through a rigorous reliability pipeline. If an output is low-confidence, blocked, or unverified, it simply doesn't pass. No hallucinations, only evidence-backed results.</li><li>Local Sovereignty: Your data, your screen, and your logic stay 100% local. We are building the execution layer for AI where software interfaces are transformed into executable infrastructure—without the "Cloud Tax" or data leaks.</li><li>Interface Intelligence: From LinkedIn candidate comparisons to complex KPI extractions, SignalForge navigates UI elements, interacts with desktops, and handles recovery logic autonomously.</li></ul>Current Capabilities:<ul><li>Workflow Replay &amp; Execution Skills: Convert any screen process into a reusable autonomous skill.</li><li>Cross-Platform Mastery: Seamless execution across Browser + Desktop environments.</li><li>Reliability Gating: Built-in recovery for captchas, selector failures, and low-confidence outputs.</li><li>Evidence Validation: Every run generates verifiable exports (Excel/CSV/HTML) and execution tracking.</li></ul>Stop renting intelligence. Own the execution. Built solo.