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<title>Agent Infrastructure: Protocols, Payments, and Attacks</title>
<link>https://o16g.com/updates/2026-07-20-1801/</link>
<guid>https://o16g.com/updates/2026-07-20-1801/</guid>
<pubDate>Mon, 20 Jul 2026 18:01:00 GMT</pubDate>

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<title>Agents At Work: connectors, protocols, open models, commerce, attacks</title>
<link>https://o16g.com/updates/2026-07-20-1201/</link>
<guid>https://o16g.com/updates/2026-07-20-1201/</guid>
<pubDate>Mon, 20 Jul 2026 12:01:00 GMT</pubDate>

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<title>Open models, connectors, and the new risks of agent ops</title>
<link>https://o16g.com/updates/2026-07-20-0601/</link>
<guid>https://o16g.com/updates/2026-07-20-0601/</guid>
<pubDate>Mon, 20 Jul 2026 06:01:00 GMT</pubDate>

</item>
<item>
<title>Agent Risk, Open Weights, and Local Inference — 5 Practical Updates</title>
<link>https://o16g.com/updates/2026-07-20-0001/</link>
<guid>https://o16g.com/updates/2026-07-20-0001/</guid>
<pubDate>Mon, 20 Jul 2026 00:01:00 GMT</pubDate>

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<item>
<title>Agent Risk, Open Models, and Deployable Tooling — 5 briefs</title>
<link>https://o16g.com/updates/2026-07-19-1802/</link>
<guid>https://o16g.com/updates/2026-07-19-1802/</guid>
<pubDate>Sun, 19 Jul 2026 18:02:00 GMT</pubDate>

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<item>
<title>Executable Context, Open Weights, and Provable Agents</title>
<link>https://o16g.com/updates/2026-07-19-1202/</link>
<guid>https://o16g.com/updates/2026-07-19-1202/</guid>
<pubDate>Sun, 19 Jul 2026 12:02:00 GMT</pubDate>

</item>
<item>
<title>Outcome Engineering: harnesses, agent platforms, validated models</title>
<link>https://o16g.com/updates/2026-07-19-0602/</link>
<guid>https://o16g.com/updates/2026-07-19-0602/</guid>
<pubDate>Sun, 19 Jul 2026 06:02:00 GMT</pubDate>

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<title>Agent Ops: Models, Deployment, and Validation</title>
<link>https://o16g.com/updates/2026-07-19-0000/</link>
<guid>https://o16g.com/updates/2026-07-19-0000/</guid>
<pubDate>Sun, 19 Jul 2026 00:00:00 GMT</pubDate>

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<title>Fixing Agents: security, traces, deployment, evaluation, orchestration</title>
<link>https://o16g.com/updates/2026-07-18-1802/</link>
<guid>https://o16g.com/updates/2026-07-18-1802/</guid>
<pubDate>Sat, 18 Jul 2026 18:02:00 GMT</pubDate>

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<item>
<title>Agent Ops: Cost, Safety, and Trace-Driven Control</title>
<link>https://o16g.com/updates/2026-07-18-1201/</link>
<guid>https://o16g.com/updates/2026-07-18-1201/</guid>
<pubDate>Sat, 18 Jul 2026 12:01:00 GMT</pubDate>

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<title>Agent Ops: cost, open weights, safety, traces, and token-saving patterns</title>
<link>https://o16g.com/updates/2026-07-18-0600/</link>
<guid>https://o16g.com/updates/2026-07-18-0600/</guid>
<pubDate>Sat, 18 Jul 2026 06:00:00 GMT</pubDate>

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<item>
<title>Agentic Ops: cost, audits, and trace-driven tooling</title>
<link>https://o16g.com/updates/2026-07-18-0000/</link>
<guid>https://o16g.com/updates/2026-07-18-0000/</guid>
<pubDate>Sat, 18 Jul 2026 00:00:00 GMT</pubDate>

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<item>
<title>Agent safety, open models, and cost: 5 signals for outcome engineers</title>
<link>https://o16g.com/updates/2026-07-17-1801/</link>
<guid>https://o16g.com/updates/2026-07-17-1801/</guid>
<pubDate>Fri, 17 Jul 2026 18:01:00 GMT</pubDate>

</item>
<item>
<title>Agent Infrastructure: Sandboxes, Embeddings, and Unsafe Defaults</title>
<link>https://o16g.com/updates/2026-07-17-1201/</link>
<guid>https://o16g.com/updates/2026-07-17-1201/</guid>
<pubDate>Fri, 17 Jul 2026 12:01:00 GMT</pubDate>

</item>
<item>
<title>Agent safety, secrets &amp; retrieval: 5 updates for outcome engineers</title>
<link>https://o16g.com/updates/2026-07-17-0601/</link>
<guid>https://o16g.com/updates/2026-07-17-0601/</guid>
<pubDate>Fri, 17 Jul 2026 06:01:00 GMT</pubDate>

</item>
<item>
<title>Outcome Engineering: Sandboxes, Secrets, Retrieval, Supply Chains</title>
<link>https://o16g.com/updates/2026-07-17-0000/</link>
<guid>https://o16g.com/updates/2026-07-17-0000/</guid>
<pubDate>Fri, 17 Jul 2026 00:00:00 GMT</pubDate>

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<item>
<title>Agent reliability: execution, retrieval, sandboxes, secrets, notebooks</title>
<link>https://o16g.com/updates/2026-07-16-1801/</link>
<guid>https://o16g.com/updates/2026-07-16-1801/</guid>
<pubDate>Thu, 16 Jul 2026 18:01:00 GMT</pubDate>

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<item>
<title>Agent Ops: orchestration, sandboxes, routing, and safe calls</title>
<link>https://o16g.com/updates/2026-07-16-1200/</link>
<guid>https://o16g.com/updates/2026-07-16-1200/</guid>
<pubDate>Thu, 16 Jul 2026 12:00:00 GMT</pubDate>

</item>
<item>
<title>Agent Infrastructure: Harnesses, Sandboxes, Routing, and Confidence</title>
<link>https://o16g.com/updates/2026-07-16-0600/</link>
<guid>https://o16g.com/updates/2026-07-16-0600/</guid>
<pubDate>Thu, 16 Jul 2026 06:00:00 GMT</pubDate>

</item>
<item>
<title>Agent Infrastructure: Sandboxes, Routing, and Ship‑Ready Agents</title>
<link>https://o16g.com/updates/2026-07-16-0001/</link>
<guid>https://o16g.com/updates/2026-07-16-0001/</guid>
<pubDate>Thu, 16 Jul 2026 00:01:00 GMT</pubDate>

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