--- source_url: "https://aegistack.com/?utm_source=openai" title: Aegistack — AI-Powered QA Platform Built by QA Engineers mirrored_at: 2026-08-22T01:32:44.161Z host: aegistack.com cited_in_42a: true mirror_canonical: "https://index.42a.ai/aegistack.com/index__q__utm_source_openai" --- > **Original source:** https://aegistack.com/?utm_source=openai 35 Years Combined QA Experience · Local-first · BYOK ## Ship quality faster with AI that actually understands QA Aegistack turns requirements into test cases, Playwright scripts, and live browser validation — all on your machine. Your data stays local. Your API key stays yours. macOS & Windows Local-first architecture Bring your own LLM key Free forever tier Jira Sync Connected 47 test cases generated from Jira ticket · 2.1s 89 / 89 passing all tests green · CI ready Playwright code ready 156 lines · auto-generated Built by QA engineers who ship software Why Aegistack ## One Platform for Your Entire QA Lifecycle Aegistack brings together everything QA teams need — test planning, AI generation, execution, and delivery management — in a single, intelligent platform. ### Replace Fragmented QA Tools Stop juggling spreadsheets, separate automation repos, and disconnected trackers. Aegistack unifies your entire QA workflow in one platform — from test cases to execution to reporting. ### Accelerate Coverage with AI AI generates comprehensive manual test cases from requirements and screenshots, identifies coverage gaps, and suggests automation candidates — dramatically reducing the time to full test coverage. ### Connect Planning to Execution Link every requirement to its test cases, automation scripts, execution results, and bug reports. Achieve end-to-end traceability that keeps teams aligned and audits simple. Features ## Everything You Need for AI-Driven QA Stop firefighting. Start engineering quality. Six capabilities that turn your QA from a bottleneck into your team's competitive edge. Feature 01 ### AI Manual Test Case Generation Paste a Jira ticket, screenshot, or paragraph. Aegistack analyzes context and generates Gherkin-format test cases with feature trees, datasets, and gap analysis — in 90 seconds. 10x faster than manual writing. Editable in-place. Exports to popular TCM tools and Excel. Feature 02 ### AI Live Runner Live Runner runs manual test cases step by step in a real Chromium browser, captures screenshots and logs, and generates Playwright code from the execution. Visual regression detection built-in. Real browser. Full network traces. Auto-generated Playwright code. Visual diff alerts. Feature 03 ### Automation Script Linking Link manual test cases to Playwright automation scripts or generate them from AI Live Runner sessions. Track automation coverage across your entire test suite. Bridge the gap between manual and automated testing seamlessly. Feature 04 ### Jira-Native Workflow Bidirectional Jira sync keeps QA and engineering aligned. Built-in board, sprint, backlog views designed for QA workflows. Audit trail two clicks away. Bi-directional sync. Custom field mapping. Compliance-ready exports. Feature 05 ### Knowledge Base & AI Assistant Every test case, execution, and bug connects through a traceable knowledge graph. Universe view shows coverage across epics. AI Assistant answers QA questions in context. Full traceability from requirement to execution. Audit-ready delivery. Feature 06 ### Local-First Architecture Your test cases, source code references, and execution logs stay on your machine. Local SQLite DB. BYOK encryption. No telemetry. Self-hostable enterprise option. Your data stays local. Your API key stays yours. Your team stays in control. Test Intelligence ## Manual Test Case Intelligence AI-generated, structured, and traceable test cases. Aegistack's AI analyzes requirements and generates comprehensive test suites with feature trees, Gherkin steps, datasets, gap analysis, and execution tracking — all structured for maximum coverage and auditability. Feature Tree Hierarchical test organization Gherkin Structure Given/When/Then format Datasets Multi-variant test data Gap Fillers AI identifies coverage gaps Execution Status Real-time pass/fail tracking Automation Status Script linkage tracking Execution Engine ## AI Live Runner Watch AI execute your tests in a real browser. The AI Live Runner executes test cases in a live browser context with real-time logging, Playwright code generation, stability scoring, and intelligent visual verification — catching bugs that traditional runners miss. Live Browser Context Real browser execution Recorded Runs Capture every step Playwright Generation Auto-generated scripts Stability Score Reliability metrics Visual Verification Smart screenshot comparison AI Bug Detection Intelligent anomaly detection Project Management ## Jira-Style QA Management Purpose-built project management for QA teams. Manage your entire QA operation with boards, sprints, backlogs, linked issues, and comprehensive tracking — designed specifically for QA workflows with the depth your team needs. Board View Drag-and-drop kanban Sprint Planning Time-boxed iterations Backlog Prioritized work queue Linked Issues Cross-reference everything Comments Threaded discussions Labels & Priority Custom categorization Assignees Role-based assignment Story Points Effort estimation Integration ## Bidirectional Jira Sync Keep QA and engineering in perfect sync. Connect your Jira project and sync issues, hierarchy, and status bidirectionally. Push QA findings back to engineering and keep every team working from the same source of truth. Connect Jira Project One-click project linking Sync Issues & Hierarchy Full structure import Push Updates Back Bidirectional flow Keep QA Aligned Single source of truth Local-First Architecture ## Your Data Stays on Your Machine Aegistack is a desktop app with a local-first architecture. Your project database stays on your device. You control your own data layer. No centrally hosted customer project database in the current product model. ### Local-first by design Your test data lives on your machine, not on someone else's cloud. ### BYOK encryption Bring your own Anthropic/OpenAI key. We encrypt it with AES-256-GCM and never see your prompts. ### No silent telemetry No tracking pixels, no usage analytics on your test content. Period. ### Audit-ready Full execution logs, Jira-synced traces, compliance exports for SOC 2 / ISO 27001 audits. ### Reduced Exposure Footprint Local-first architecture means reduced exposure compared with cloud-only QA tooling. ### Desktop-Native Security Running as a desktop app means your workflow operates within your own system environment. Important: Aegistack does not overclaim security guarantees. Our local-first desktop architecture reduces exposure compared with cloud-only QA tooling, and gives your team better data ownership clarity. Desktop App ## Available on macOS & Windows Aegistack is designed for desktop workflows where teams want performance, direct control over their data, and secure local operations. Download for macOS Download for Windows Solutions ## Built for Teams That Take QA Seriously Whether you're a QA team, engineering organization, or outsourcing delivery unit — Aegistack adapts to how your team works. ### For QA Teams Accelerate test case creation, expand coverage with AI, and maintain full traceability across every test cycle. - Faster testcase creation with AI generation - Better coverage through gap analysis - Stronger traceability from requirement to execution ### For Engineering Managers Gain clear visibility into release readiness, reduce flaky QA processes, and unify execution status across teams. - Better release visibility and confidence - Less flaky and more structured QA process - Unified execution status across teams ### For Outsourcing Teams Onboard new projects in hours, not weeks. Client-ready reports auto-generated. Audit trail clients can verify. - Faster onboarding with structured workflows - Clear process handoff and documentation - Strong auditability for client reporting AI OPS · Community ## Your AI-powered PM — always watching the sprint. AI OPS lives inside your team's Community space and acts as an always-on project manager. It monitors every task, sprint, and deadline — and speaks up before things go wrong. No status meetings. No update emails. No PM bottleneck. Sprint Health Monitoring Tracks velocity, completion rate, and risk indicators across every active sprint — no dashboard required. Proactive Blocker Alerts Detects stuck tasks before they miss deadlines and pings the right assignee automatically. Daily Standup Reports Posts a morning summary every day — what moved, what's blocked, sprint health score. Milestone Alerts Flags upcoming deadlines before they're missed, not after. Team-Wide Notifications Broadcasts updates directly into your Community space. No PM bottleneck. Zero Manual Overhead AI OPS runs autonomously in the background. No PM required to keep the team informed. Team Plan Comparison ## Why teams switch to Aegistack A look at what most QA tools still can't do — based on publicly available information as of April 2026. No AI generation Most tools require you to write every test case by hand. No AI assistance, no generation from requirements — just blank forms and manual effort. Your data, their cloud Traditional tools send your test data to their servers. You can't own your data, run offline, or meet strict data-residency requirements. Paying for legacy Comparable platforms start at $25–$36/user/month, built on architectures designed before AI existed. You pay more for less. Capability Cloud TCM Cloud-hosted TCM tools TCM Plugin Jira-native plugin approach Auto Suite Enterprise automation suites Aegistack AI test case generation Partial Native Live browser execution with AI Without AI AI-driven Playwright code generation Local-first architecture BYOK LLM (your costs, your key) Jira bidirectional sync Built by QA practitioners Mixed Mixed 35+ yrs Starting price (per user/month) $36+ $10+ $25+ $19 Based on publicly available information as of April 2026. Verify competitor features and pricing before purchase. Ready to see the difference yourself? 14-day free trial · No credit card required · Full platform access Pricing ## Simple pricing. Bring your own LLM key, or use ours. Local-first means your data stays yours. BYOK means your AI costs stay yours. No surprises. MonthlyAnnualSave 17% Early Adopter Lifetime Deal $299 one-time · 3 seats · All Pro features · Forever Includes 1M AI credits/month forever. Limited to first 100 customers only. Why? We're bootstrapping. Your support funds development. [Get Lifetime Access](https://aegistack.com/pricing#ltd) 14-day free trial · 30-day money-back guarantee · No credit card required ![Shaun Huynh — CEO & Founder, Aegisol](https://aegistack.com/_next/image?url=%2Fteam%2Fshaun-huynh.png&w=256&q=75) Shaun Huynh CEO & Founder, Aegisol ## “I built Aegistack because I was tired of duct-taping QA tools.” 10+ years across the full QA spectrum — manual testing, test automation (Selenium, Playwright), API and performance testing, CI/CD integration, test architecture, and now AI-driven workflows. I've held every role in the testing cycle, which means I've felt every bottleneck firsthand. Every project had the same broken pattern: requirements in one tool, test cases in spreadsheets, automation in a separate repo nobody maintained, results in a page already out of date. Teams were spending more time managing tools than finding bugs. Aegistack is what I wished existed. Built with the team I've worked alongside for 5 years. We're shipping it because it's the tool we would have paid for years ago. If your QA team has the same broken pattern — book a call. You'll talk to me, not a sales rep. Aegisol Company Limited · Dien Khanh, Khanh Hoa, Vietnam ## From requirement to test report, fully automated. Watch how Aegistack turns raw requirements and Jira tickets into executed test reports — no manual glue code required. Aegistack QA FlowManual requirements and Jira tickets flow into Aegistack AI, generating test cases that branch into a manual report and a Playwright test report.AManual RequirementJJira Synced TicketPROJ-123AICORETC-001TC-002TC-003TC-004Test CasesTC-001TC-002TC-003TC-004PDFManual Reportreport.pdf{}Playwrightspec.tsawait page.goto(url)await page.click(btn)expect(el).toBeVisible()Test Report✓ Login✓ Form✓ API✗ Edge✓✓Aegistack QA Flow (mobile)Manual requirements and Jira tickets flow into Aegistack AI, generating test cases that branch into a manual report and a Playwright test report.AManual Req.JJira TicketPROJ-123AICORETC-001TC-002TC-003TC-004Test CasesTC-001TC-002TC-003TC-004PDFManual Reportreport.pdf{}Playwrightspec.tsawait page.goto(url)await page.click(btn)expect(el).toBeVisible()Test Report✓ Login flow✓ Form validation✗ Edge case #4✓✓ ## Stop duct-taping QA tools. ## Try Aegistack today. 14-day free trial · No credit card · Cancel anytime · Talk to the founder FAQ ## Frequently Asked Questions Everything you need to know about Aegistack and how it can transform your QA workflow. Aegistack is an AI-powered QA platform that turns requirements into test cases, Playwright scripts, and live browser validation — all on your machine. It replaces the disconnected combination of Jira, Google Sheets, and separate automation repos with one unified tool built specifically for QA teams.