<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>Agent on PIGSTY</title><link>https://pigsty.io/tags/agent/</link><description>Recent content in Agent on PIGSTY</description><generator>Hugo</generator><language>en</language><lastBuildDate>Mon, 04 May 2026 18:14:31 +0800</lastBuildDate><atom:link href="https://pigsty.io/tags/agent/index.xml" rel="self" type="application/rss+xml"/><item><title>Cyber Dharma: A New Engineering Answer to Ancient Questions</title><link>https://pigsty.io/blog/ai/cyber-dharma/</link><pubDate>Thu, 16 Apr 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/ai/cyber-dharma/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/ai/cyber-dharma/"&gt;&lt;img src="https://pigsty.io/img/hero/ai/cyber-dharma.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;A project manifesto: why build Cyber Dharma, and what it is not. &lt;a href="https://vonng.com/en/ai/cyber-dharma/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>Burning Hundreds of Millions of Tokens a Day. Then What?</title><link>https://pigsty.io/blog/ai/tokenmaxxing/</link><pubDate>Mon, 13 Apr 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/ai/tokenmaxxing/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/ai/tokenmaxxing/"&gt;&lt;img src="https://pigsty.io/img/hero/ai/tokenmaxxing.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Once token burn turns from usage exhaust into a KPI and leaderboard, it quickly mutates into theater. Don&amp;rsquo;t post fuel burn. Post where you got to. &lt;a href="https://vonng.com/en/ai/tokenmaxxing/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>Why PostgreSQL Won in the AI Era</title><link>https://pigsty.io/blog/ai/postgres-and-ai/</link><pubDate>Sat, 11 Apr 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/ai/postgres-and-ai/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/ai/postgres-and-ai/"&gt;&lt;img src="https://pigsty.io/img/hero/ai/postgres-and-ai.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Boring technology won the wildest era. A look at extensibility, agent choice, database cloning, and the future of the DBA. &lt;a href="https://vonng.com/en/ai/postgres-and-ai/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>When Coding Becomes Cheap, What Still Matters?</title><link>https://pigsty.io/blog/db/try-codex/</link><pubDate>Tue, 10 Feb 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/db/try-codex/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/db/try-codex/"&gt;&lt;img src="https://pigsty.io/img/hero/db/try-codex.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;Codex 5.3 xHigh pushed my workflow past a tipping point: writing code is no longer the scarce resource. The real leverage is design quality and engineering acceptance. This is the practical loop I use to ship reliable software with AI agents. &lt;a href="https://vonng.com/en/db/try-codex/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>The Agent Moat: Runtime</title><link>https://pigsty.io/blog/db/agent-moat/</link><pubDate>Fri, 06 Feb 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/db/agent-moat/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/db/agent-moat/"&gt;&lt;img src="https://pigsty.io/img/hero/db/agent-moat.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;A mediocre local who knows the terrain beats a genius parachuted into unknown territory. Intelligence without context is idle. An agent without a runtime is vapor. &lt;a href="https://vonng.com/en/db/agent-moat/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>The Great Software Meltdown: When Translation Layers Get Squashed</title><link>https://pigsty.io/blog/db/neo-software/</link><pubDate>Sat, 31 Jan 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/db/neo-software/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/db/neo-software/"&gt;&lt;img src="https://pigsty.io/img/hero/db/neo-software.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;SaaS and workflow software are dead. From APPs &amp;amp; GUIs to Agents, Databases, and CLI. &lt;a href="https://vonng.com/en/db/neo-software/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>Agent OS: We're Building DOS Again</title><link>https://pigsty.io/blog/db/agent-os/</link><pubDate>Mon, 26 Jan 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/db/agent-os/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/db/agent-os/"&gt;&lt;img src="https://pigsty.io/img/hero/db/agent-os.webp" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;LLM = CPU. Context = RAM. Database = Disk. Agent = App. The mapping is surprisingly clean. And if OS history is any guide, we may know what comes next — and what&amp;rsquo;s still missing. &lt;a href="https://vonng.com/en/db/agent-os/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>Claude Code Quick Start: Using Alternative LLMs at 1/10 the Cost</title><link>https://pigsty.io/blog/db/claude-code-intro/</link><pubDate>Sun, 04 Jan 2026 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/db/claude-code-intro/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/db/claude-code-intro/"&gt;&lt;img src="https://pigsty.io/img/hero/db/claude-code-intro.jpg" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;How to install and use Claude Code? How to achieve similar results at 1/10 of Claude&amp;rsquo;s cost with alternative models? A one-liner to get CC up and running! &lt;a href="https://vonng.com/en/db/claude-code-intro/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item><item><title>What Database Does AI Agent Need?</title><link>https://pigsty.io/blog/db/agent-native-db/</link><pubDate>Sun, 21 Dec 2025 00:00:00 +0000</pubDate><guid>https://pigsty.io/blog/db/agent-native-db/</guid><description>&lt;p&gt;&lt;a href="https://vonng.com/en/db/agent-native-db/"&gt;&lt;img src="https://pigsty.io/img/hero/db/agent-native-db.jpg" alt="featured"&gt;&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;The bottleneck for AI agents isn&amp;rsquo;t in database engines but in upper-layer integration. Muscle memory, associative memory, and trial-and-error courage will be key. &lt;a href="https://vonng.com/en/db/agent-native-db/"&gt;&lt;strong&gt;Read more&lt;/strong&gt;&lt;/a&gt;&lt;/p&gt;</description></item></channel></rss>