LmCast :: Stay tuned in

Show HN: Liniora – Ever thought about replacing your project manager?

Recorded: Sept. 12, 2026, 1 p.m.

Original Summarized

Liniora — AI Engineering Management PlatformLinioraFeaturesReviewsHow it worksPricingLog inTry it now!Liniora bridges the gap between project management and development.It brings tickets, branches, pull requests, reviews, decisions, and team discussions into one workspace, while AI connects the dots across your projects and codebase.Try it now!LAPI Services / Sprint 42To Do3In Progress2LIN-482Fix auth token refresh race condition fix/authIn Review1LIN-470Migrate user profiles to new schemaPassedLIN-482Fix auth token refresh race conditionfix/auth-refreshCI passingSeamless workflowDeeply integrated with the tools your team already usesLinioraGitHubGitLabJiraAsanaSlackGoogle WorkspaceYour work is everywhere.Your context shouldn't be.A typical feature spans a ticket, a design board, a dozen Slack threads, three meetings, and a pull request. The work gets done, but the context "the why" is lost forever across disconnected silos.The Status QuoTicket· AsanaDesign· MiroQuestions· SlackDiscussion· MeetCode· GitReview· GitHubDeploy· VercelFeedback· SlackWith LinioraUnified Work ItemRequirementsDesignQuestionsDecisionsBranchPull RequestReviewDeploymentActivityKnowledgeEverything in one workspaceWe don't just track tasks. We understand your code.Liniora combines smart project management, deep source control integration, and AI codebase intelligence into a single, coherent workspace.AI Knowledge Base & Semantic SearchLiniora builds a unified semantic graph of your workspace. It connects your codebase, meeting transcripts, pull requests, and tickets, so you can ask natural language questions and instantly recover lost context.Ask LinioraWhat was the decision on the payment gateway?From Backend Sync (Oct 12): We chose Stripe for its better webhook reliability. Architecture changes are tracked in LIN-128.Automated BranchingClick a button on a ticket to create a branch in GitHub or GitLab — pipeline status syncs back in real time. fix/auth PassingSeamless MigrationOne-click imports from Jira and Asana with smart field mapping — minutes, not months.Asana → Liniora1,204 / 1,204 tasksCompleted in 4m 12sCalendar integrationConnect your calendar, and Liniora automatically joins your engineering syncs.AI meeting summariesAction items and decisions extracted straight from your syncs.Slack notificationsReal-time alerts when work items change state or builds fail.Pull Request syncTrack CI/CD pipelines and PR reviews directly on your tickets in real time.Pull Request TrackingNever lose context on a pull request again.Liniora syncs your GitHub or GitLab pull requests directly into your tickets. Our AI automatically summarizes the diffs, highlights potential risks, and tracks CI/CD pipeline statuses—so you know exactly what's shipping without digging through commits.Real-time CI/CD status syncingAI-generated human-readable PR summariesRisk assessment and architecture impact analysisDirect links to lines of code and reviewsFix token refresh race condition#142 opened by Sam ParkAI SummaryCommitsChecksFilesLiniora AI AnalysisThis PR fixes a race condition in the authentication middleware by awaiting the token refresh promise before allowing queued requests to proceed.Risk Level: Low. The changes are well isolated to middleware/auth.ts.How it worksFrom legacy tools to shipped code in one afternoon.1Connect your stackLink GitHub or GitLab, Jira or Asana, Slack, and Google Workspace in a few clicks.2Import your tasksSmart mapping brings your entire workspace over from legacy tools automatically.3Let AI index your codeLiniora's AI engine scans your repositories and builds a live semantic map.4Ship fasterBranch, review, and merge without ever leaving your task board.eng-backendLiniora isn't connected to this workspace yetConnect Slack workspaceSlack, connectedTurn a thread into a ticket without switching tabs.Connect your workspace in one click. Mention @Liniora in any thread to create, update, or summarize a ticket — it reads the conversation, fills in the details, and links straight back to the board. Status changes and build failures post back automatically, so the channel stays the source of truth.See it connectPricingSimple, transparent pricing.Everything you need to manage your projects and ship code, with Paddle-powered checkout for a seamless upgrade.MonthlyAnnually (Save 25%)StarterPerfect for small teams getting started.$0/moUp to 3 usersUp to 2 active projects50 AI actions per monthGitHub or GitLab integrationStandard workflowsStart for freeMost PopularProFor growing teams that need more power.$9/user/moUnlimited users & projectsUnlimited AI actionsFull semantic codebase indexingAdvanced integrations (Jira, Asana, Slack)Priority supportUpgrade to ProStop searching for context.Unify your tickets, discussions, and code into a single, intelligent graph.Try it now!LinioraThe intelligent workspace for modern engineering teams.support@liniora.comProductFeaturesHow it worksPricingLegalPrivacy PolicyTerms of ServiceRefund PolicyCookie Policy© 2026 Liniora. All rights reserved.

Liniora is presented as an AI engineering management platform designed to bridge the gap between traditional project management practices and software development workflows by unifying disparate information into a single workspace. The platform addresses the issue where critical context—such as tickets, branches, pull requests, reviews, decisions, and team discussions—is fragmented across disconnected tools, resulting in the loss of context regarding "the why" behind the work. Liniora aims to consolidate the workflow context, transforming scattered data into an intelligent, coherent system.

The core functionality of Liniora revolves around creating an AI knowledge base through a unified semantic graph that connects the entire workspace, including the codebase, meeting transcripts, pull requests, and tickets. This semantic mapping allows users to query the workspace using natural language, enabling instantaneous recovery of lost context, such as retrieving decisions made regarding payment gateways or tracking architectural changes. Furthermore, the platform automates complex workflows by integrating various tools. It enables automated branching by allowing a user to create a branch in GitHub or GitLab directly from a ticket, with pipeline statuses syncing back in real time. Integration capabilities span popular tools including GitHub, GitLab, Jira, Asana, Slack, and Google Workspace, facilitating seamless connection across the engineering ecosystem.

Liniora enhances the development process through advanced automation and context retrieval features. It offers one-click imports from systems like Jira and Asana, incorporating smart field mapping to automate the migration of tasks efficiently. The system also incorporates AI capabilities to streamline operational tasks; for instance, it can generate action items and extract decisions directly from synchronization sources like Slack, and provide real-time alerts for status changes or build failures. Specific features focus heavily on pull request tracking, where the system syncs directly with source control repositories, automatically summarizing diffs, highlighting potential risks, and tracking CI/CD pipeline statuses, thereby eliminating context loss during code review processes. Liniora’s AI analysis capability further assists in assessing risk and architectural impact by linking code reviews directly to specific lines of code.

The platform is designed to connect deeply with team communication channels, allowing users to transform threads into actionable tickets by mentioning Liniora, which enables the system to read the conversation and automatically populate ticket details and link them to the corresponding work board. This real-time linking ensures that information flows seamlessly between discussions, task management, and code execution. In terms of structure, the platform provides a holistic view encompassing requirements, design, questions, decisions, branches, pull requests, deployments, and activity, establishing a unified area where everything from knowledge and discussions to code management resides.

The platform is offered through a tiered pricing structure. The Starter plan is available at no cost per month for small teams, limited to up to three users and two active projects, along with a monthly allowance for AI actions. The Pro plan, priced at nine dollars per user per month, offers unlimited users and projects along with unlimited AI actions and access to advanced integrations, including full semantic codebase indexing and priority support. This tiered approach allows organizations to scale their use based on the complexity of their needs, offering a clear path from basic integration to full intelligent workspace management.