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    <title>Novamente AI Lab</title>
    <link>https://novamente.net/</link>
    <description>Reliable AI coding, output verification, agent workflows, tools, templates, and benchmark fixtures.</description>
    <language>en-US</language>
    <lastBuildDate>Sat, 20 Jun 2026 10:13:19 GMT</lastBuildDate>
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      <title>Novamente AI Lab | Free AI Verification and Agent Workflow Tools</title>
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      <description>Choose AI tools, verify model output, and build reliable agent workflows with free checklists, scorecards, prompt tests, and workflow templates.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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      <title>Free AI Tools for Verification Workflows and Agent Risk</title>
      <link>https://novamente.net/tools/</link>
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      <description>Use free static tools to choose AI tools, generate verification checklists, build workflows, test prompts, and score agent launch risk.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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      <title>Agent Risk Scorecard | Score Agent Launch Readiness</title>
      <link>https://novamente.net/tools/agent-risk-scorecard/</link>
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      <description>Score an AI agent before production by checking tool authority, human review, evidence logging, rollback, and data exposure risks.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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      <title>AI Tool Finder | Choose AI Tools by Task, Budget, and Privacy</title>
      <link>https://novamente.net/tools/ai-tool-finder/</link>
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      <description>Find AI tools by task, budget, privacy boundary, operator role, and validation needs with a shortlist that includes verification notes.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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      <title>Prompt Test Generator | Create Fixtures and Scoring Rubrics</title>
      <link>https://novamente.net/tools/prompt-test-generator/</link>
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      <description>Generate prompt test fixtures and scoring rubrics for source-backed summaries, code review, RAG answers, rewrites, and localization.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Verification Checklist Generator | Check AI Output Before Use</title>
      <link>https://novamente.net/tools/verification-checklist/</link>
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      <description>Generate a task-specific checklist for AI code, summaries, RAG answers, agent actions, and decision support before trusting model output.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Workflow Builder | Draft Agent Workflows with Review Gates</title>
      <link>https://novamente.net/tools/workflow-builder/</link>
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      <description>Build an AI workflow outline with scope, inputs, tools, evidence, human review gates, failure modes, rollback, and success metrics.</description>
      <pubDate>Sat, 20 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>Agent Incident Review</title>
      <link>https://novamente.net/guides/agent-incident-review/</link>
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      <description>A structured process for reviewing failed AI agent runs and turning traces into controls, fixtures, owners, follow-up tests, and safer workflows.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>Agent Observability Guide</title>
      <link>https://novamente.net/guides/agent-observability-guide/</link>
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      <description>A practical observability model for AI agents that use tools, retrieval, state, retries, approvals, and human review in production workflows.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>Agent Permission Design</title>
      <link>https://novamente.net/guides/agent-permission-design/</link>
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      <description>How to design AI agent permissions with read, draft, write, approval, rollback, and audit boundaries before production use or team rollout safely.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Agent Failure Modes</title>
      <link>https://novamente.net/guides/ai-agent-failure-modes/</link>
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      <description>A field guide to common AI agent failures, the controls that reduce them, and the evidence reviewers need before launch, rollout, or incident review.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Code Review Checklist</title>
      <link>https://novamente.net/guides/ai-code-review-checklist/</link>
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      <description>A practical checklist for reviewing AI-assisted code changes with scoped diffs, tests, security checks, and evidence before final merge approval.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Code Review Prompts</title>
      <link>https://novamente.net/guides/ai-code-review-prompts/</link>
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      <description>Prompt patterns for focused AI code review that ask for high-risk bugs, line evidence, reproduction steps, missing tests, and confidence notes.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Code Verification Tests</title>
      <link>https://novamente.net/guides/ai-code-verification-tests/</link>
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      <description>A practical guide to turning AI-generated code into testable behavior with regression tests, boundary checks, and evidence-focused review notes.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Documentation Review</title>
      <link>https://novamente.net/guides/ai-documentation-review/</link>
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      <description>A documentation review guide for checking AI-written docs against source behavior, examples, links, version notes, and reviewer evidence before publishing.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>AI-Generated Code Testing</title>
      <link>https://novamente.net/guides/ai-generated-code-testing/</link>
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      <description>A practical testing workflow for AI-generated code that covers expected behavior, edge cases, regression checks, and reviewer confidence before merge.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Hallucination Testing Guide</title>
      <link>https://novamente.net/guides/ai-hallucination-testing-guide/</link>
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      <description>A practical hallucination testing process for finding unsupported claims, weak refusals, weak citations, and source-faithfulness failures early.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Pilot Readiness Checklist</title>
      <link>https://novamente.net/guides/ai-pilot-readiness-checklist/</link>
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      <description>A practical AI pilot readiness checklist for scope, users, success metrics, data boundaries, validation, rollout gates, and stop conditions.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Readiness for Teams</title>
      <link>https://novamente.net/guides/ai-readiness-for-teams/</link>
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      <description>An AI readiness guide for teams covering workflow fit, data boundaries, review capacity, tool ownership, risk controls, and pilot evidence first.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Summary Verification</title>
      <link>https://novamente.net/guides/ai-summary-verification/</link>
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      <description>A summary verification guide for checking AI summaries against sources, preserving caveats, detecting omissions, and logging reviewer decisions.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>AI Tool Change Log Process</title>
      <link>https://novamente.net/guides/ai-tool-change-log-process/</link>
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      <description>A change log process for tracking AI tool approvals, risks, owners, data access, workflow changes, validation evidence, and renewal decisions.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Tool Privacy Checklist</title>
      <link>https://novamente.net/guides/ai-tool-privacy-checklist/</link>
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      <description>A privacy checklist for evaluating AI tools before uploading customer data, source code, employee records, strategy notes, or private documents.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>AI Tools for Product Managers</title>
      <link>https://novamente.net/guides/ai-tools-for-product-managers/</link>
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      <description>A practical guide to AI tools for product managers, focused on research, specs, prioritization, review gates, and source-backed decisions at work.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>AI Tools for Startup Founders</title>
      <link>https://novamente.net/guides/ai-tools-for-startup-founders/</link>
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      <description>A founder guide to AI tools for startup work, covering research, support, coding, operations, automation, privacy, and verification gates for teams.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>AI Workflow Automation for Startups</title>
      <link>https://novamente.net/guides/ai-workflow-automation-for-startups/</link>
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      <description>How startups can automate AI workflows with clear owners, narrow permissions, review gates, evidence logs, and measurable operational wins safely.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>Benchmark Methodology</title>
      <link>https://novamente.net/guides/benchmark-methodology/</link>
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      <description>A benchmark methodology guide for creating fair AI tool evaluations with frozen fixtures, dated evidence, scoring rubrics, and retest rules.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>How to Choose an AI Coding Assistant</title>
      <link>https://novamente.net/guides/choose-ai-coding-assistant/</link>
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      <description>A buyer and operator guide for choosing AI coding assistants by workflow fit, privacy boundary, validation burden, and reviewer effort in practice.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>Eval Rubric Design</title>
      <link>https://novamente.net/guides/eval-rubric-design/</link>
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      <description>A practical guide to designing AI evaluation rubrics with clear scoring dimensions, weights, failure labels, and decision thresholds for teams.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
    </item>
    <item>
      <title>Human-in-the-Loop AI Workflows</title>
      <link>https://novamente.net/guides/human-in-the-loop-ai-workflows/</link>
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      <description>Where human review belongs in AI coding, RAG, agent, support, and documentation workflows, with approval gates, evidence checks, and owner roles.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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    <item>
      <title>LLM Evaluation Framework</title>
      <link>https://novamente.net/guides/llm-evaluation-framework/</link>
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      <description>A practical LLM evaluation framework for testing correctness, faithfulness, format compliance, safety, latency, and human review effort before launch.</description>
      <pubDate>Fri, 12 Jun 2026 00:00:00 GMT</pubDate>
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