<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9"
        xmlns:news="http://www.google.com/schemas/sitemap-news/0.9">
  <url>
    <loc>https://techscanai.com/briefs/how-a-solo-builder-can-run-and-harden-hermes-style-agents-locally-this-month</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-24 17:06:12</news:publication_date>
      <news:title>How a solo builder can run and harden Hermes‑style agents locally this month</news:title>
      <news:keywords>Hermes Agent, autonomous agent, local LLM, sandboxing, persistence, memory, skills, Nous Research, agent hardening, solo builder</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/stories/deep-token-pricing-creates-runaway-enterprise-ai-costs-2026-05-24</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-24 15:41:22</news:publication_date>
      <news:title>Token pricing creates runaway enterprise AI costs</news:title>
      <news:keywords>analysis, deep-dive, token billing, AI FinOps, enterprise procurement, usage-based pricing, predictable pricing</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/briefs/how-a-solo-builder-can-use-models-dev-to-power-cost-aware-multi-model-ai-tools</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-24 08:50:42</news:publication_date>
      <news:title>How a Solo Builder Can Use models.dev to Power Cost‑Aware Multi‑Model AI Tools</news:title>
      <news:keywords>models.dev, model metadata, multi-model routing, cost-aware AI, open-source registry, model catalog, AI tooling, token pricing, solo builder, API integration</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/briefs/what-changes-when-an-llm-can-reliably-write-exploits-and-how-a-solo-builder-shou</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-24 00:30:38</news:publication_date>
      <news:title>What changes when an LLM can reliably write exploits — and how a solo builder should adapt</news:title>
      <news:keywords>Mythos Preview, Project Glasswing, LLM exploit generation, security testing, CI hardening, solo builder, adversarial testing, vulnerability disclosure, provenance, fuzzing</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/daily/2026-05-24</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-24 00:29:40</news:publication_date>
      <news:title>Spec-driven LLM coding and Claude Code plugins: practical moves for solo AI builders</news:title>
      <news:keywords>spec-driven engineering, Claude Code, mimo-v2.5-pro, agent orchestration, prompt verification</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/briefs/how-a-solo-builder-should-run-and-govern-parallel-coding-agents-worktrees-costs-</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-23 16:18:20</news:publication_date>
      <news:title>How a Solo Builder Should Run and Govern Parallel Coding Agents (Worktrees, Costs, Provenance)</news:title>
      <news:keywords>agentic IDE, Superset, git worktrees, parallel coding agents, remote workspaces, workspace isolation, provenance, agent governance, sandboxing, solo builder</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/briefs/how-multi-stream-llms-separate-thinking-i-o-and-tool-calls-a-solo-builder-s-guid</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-23 07:33:10</news:publication_date>
      <news:title>How Multi‑Stream LLMs Separate Thinking, I/O and Tool Calls — A Solo‑Builder's Guide</news:title>
      <news:keywords>Multi-Stream LLMs, parallel streams, agent architecture, prompt injection, tool use, observability, internal thoughts, LLM safety, instruction tuning, solo builders</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/daily/2026-05-23</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-23 00:22:16</news:publication_date>
      <news:title>Mythos-style code audits are powerful — and require new guardrails for agentic workflows</news:title>
      <news:keywords>code-audit agents, agent orchestration, prompt injection, token billing, self-hosted tools</news:keywords>
    </news:news>
  </url>
  <url>
    <loc>https://techscanai.com/briefs/how-a-solo-builder-can-prevent-runaway-token-billing-with-ai-apis</loc>
    <news:news>
      <news:publication>
        <news:name>TechScan AI</news:name>
        <news:language>en</news:language>
      </news:publication>
      <news:publication_date>2026-05-22 23:21:15</news:publication_date>
      <news:title>How a Solo Builder Can Prevent Runaway Token Billing with AI APIs</news:title>
      <news:keywords>token billing, FinOps for AI, API cost control, Copilot pricing, Anthropic Claude Code, solo developer, usage-based billing, prompt engineering, RAG cost optimization, rate limits</news:keywords>
    </news:news>
  </url>
</urlset>