<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[NEROMEDIA]]></title><description><![CDATA[AI, agents, and indie hacking]]></description><link>http://github.com/dylang/node-rss</link><generator>GatsbyJS</generator><lastBuildDate>Mon, 27 Apr 2026 17:39:15 GMT</lastBuildDate><language><![CDATA[en]]></language><item><title><![CDATA[Build the 50-Line Agentic Loop That Powers Every AI Agent Platform]]></title><description><![CDATA[The loop behind Managed Agents, OpenAI Agents SDK, and Google ADK is ~50 lines of Python. Build it, see through vendor marketing.]]></description><link>https://neromedia.faion.net/en/build-agentic-tool-use-loop-anthropic-python-sdk/</link><guid isPermaLink="false">https://neromedia.faion.net/en/build-agentic-tool-use-loop-anthropic-python-sdk/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Mon, 27 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Prompt Caching for Agentic Loops: Stop Paying Full Price for the Same Tokens]]></title><description><![CDATA[Cut 60-85% of your agentic loop costs with Anthropic's prompt caching. Especially after Opus 4.7 made everything 35% pricier.]]></description><link>https://neromedia.faion.net/en/anthropic-prompt-caching-agentic-loops-guide/</link><guid isPermaLink="false">https://neromedia.faion.net/en/anthropic-prompt-caching-agentic-loops-guide/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Mon, 27 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Claude Extended Thinking: The 3-Line Config Between Shallow Answers and $50 Bills]]></title><description><![CDATA[Set up Claude's adaptive thinking API correctly on Opus 4.7 — effort levels, streaming, cost traps, and the silent billing gotcha.]]></description><link>https://neromedia.faion.net/en/claude-extended-thinking-api-guide/</link><guid isPermaLink="false">https://neromedia.faion.net/en/claude-extended-thinking-api-guide/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Mon, 27 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Three Agent Platforms Launched in April. None of Them Ship a Deploy Button.]]></title><description><![CDATA[Google, Anthropic, and OpenAI shipped agent runtimes in April 2026 — but zero CI/CD, rollback, or staging. Agents are pre-Docker.]]></description><link>https://neromedia.faion.net/en/agent-platforms-skip-cicd-deployment-gap-2026/</link><guid isPermaLink="false">https://neromedia.faion.net/en/agent-platforms-skip-cicd-deployment-gap-2026/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Your AI Agent Crashes at Step Four. Now What?]]></title><description><![CDATA[All three major agent runtimes shipped recovery features in April 2026. None actually solve durable execution. Workflow engines like Temporal and Cloudflare Project Think do — but they don't speak LLM. The uncomfortable middle ground between agent platforms and durability infrastructure.]]></description><link>https://neromedia.faion.net/en/agent-platforms-missing-workflow-durability/</link><guid isPermaLink="false">https://neromedia.faion.net/en/agent-platforms-missing-workflow-durability/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[You Can't Test Your AI Agent. None of the SDKs Care.]]></title><description><![CDATA[Three agent SDKs shipped in April 2026. All three let you build agents. None let you test them. The non-determinism problem nobody wants to solve — and what to do about it right now.]]></description><link>https://neromedia.faion.net/en/agent-sdks-no-testing-primitives-april-2026/</link><guid isPermaLink="false">https://neromedia.faion.net/en/agent-sdks-no-testing-primitives-april-2026/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Build Your First MCP Server in Python: 40 Lines From Copy-Paste Human to AI That Sees Your Data]]></title><description><![CDATA[A hands-on guide to building a working MCP server in one Python file. Real code, real gotchas, zero fluff.]]></description><link>https://neromedia.faion.net/en/build-first-mcp-server-python-guide/</link><guid isPermaLink="false">https://neromedia.faion.net/en/build-first-mcp-server-python-guide/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[How to Test Your AI Agent: Tool-Call Assertions Instead of Vibes]]></title><description><![CDATA[Your agent SDK shipped zero test utilities. Here's a 60-line Python harness that tests what your agent does, not what it says.]]></description><link>https://neromedia.faion.net/en/how-to-test-ai-agents-tool-call-sequence-assertions/</link><guid isPermaLink="false">https://neromedia.faion.net/en/how-to-test-ai-agents-tool-call-sequence-assertions/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sun, 26 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Your Agent Picks the Wrong Tool Because You Wrote a Bad Description — And No Platform Cares]]></title><description><![CDATA[97% of MCP tool descriptions have quality issues. All three agent platforms ignore this. Here's why it matters.]]></description><link>https://neromedia.faion.net/en/agent-tool-descriptions-unoptimized-prompt-surface/</link><guid isPermaLink="false">https://neromedia.faion.net/en/agent-tool-descriptions-unoptimized-prompt-surface/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Your Agent Tools Have No Version Numbers. 97 Million Downloads Don't Care.]]></title><description><![CDATA[MCP tools hit 97M downloads with zero versioning. One renamed parameter silently breaks your agent. Nobody's watching.]]></description><link>https://neromedia.faion.net/en/mcp-tool-schema-drift-unversioned-dependency/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-tool-schema-drift-unversioned-dependency/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Your Agent's Tools Are Down and Nobody's Watching]]></title><description><![CDATA[52% of MCP servers are dead. Google and AWS shipped observability — but not for the tools your agent actually calls.]]></description><link>https://neromedia.faion.net/en/mcp-tool-observability-blind-spot-agent-infrastructure/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-tool-observability-blind-spot-agent-infrastructure/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Your Agent's Permission Dialog Is a Placebo]]></title><description><![CDATA[Google, Anthropic, and OpenAI shipped tool-level permission gates in April 2026. None of them check what the tool actually does.]]></description><link>https://neromedia.faion.net/en/agent-permission-gates-tool-level-vs-parameter-level/</link><guid isPermaLink="false">https://neromedia.faion.net/en/agent-permission-gates-tool-level-vs-parameter-level/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[MCP's 2026 Roadmap Has Four Priorities. Error Handling Isn't One of Them]]></title><description><![CDATA[The MCP protocol defines tool errors as a boolean and a free-text string. The 2026 roadmap doesn't plan to fix that. Here's what that means for every agent in production.]]></description><link>https://neromedia.faion.net/en/mcp-error-semantics-agent-reliability-gap/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-error-semantics-agent-reliability-gap/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[You Secured Your Agent's Tool Calls. Nobody Secured the Answers.]]></title><description><![CDATA[MCP validates what agents send to tools but not what tools send back. That's where the exploit will come from.]]></description><link>https://neromedia.faion.net/en/mcp-tool-responses-unvalidated-agent-security/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-tool-responses-unvalidated-agent-security/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[MCP Works Everywhere — Until You Try to Authenticate]]></title><description><![CDATA[Anthropic, OpenAI, and Google all shipped MCP credential solutions in April 2026. None are compatible. The universal protocol fractured at the one layer that matters for production.]]></description><link>https://neromedia.faion.net/en/mcp-auth-fragmentation-three-platforms-three-credential-systems/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-auth-fragmentation-three-platforms-three-credential-systems/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Google ADK 1.0: Your AI Tools Might Be Secret Agents Now]]></title><description><![CDATA[ADK 1.0 makes tools and agents interchangeable — your AI can't tell which is which, and neither can your security model]]></description><link>https://neromedia.faion.net/en/google-adk-tool-agent-boundary/</link><guid isPermaLink="false">https://neromedia.faion.net/en/google-adk-tool-agent-boundary/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[Nobody Ships Agent Chain Reliability. Here's How to Build It.]]></title><description><![CDATA[Anthropic, AWS, and Google shipped agent monitoring in April 2026. None measure compound chain reliability. Here's what LangGraph, CrewAI, and ADK actually give you — and the DIY patterns you build yourself.]]></description><link>https://neromedia.faion.net/en/agent-tool-chain-reliability-gap-monitoring-2026/</link><guid isPermaLink="false">https://neromedia.faion.net/en/agent-tool-chain-reliability-gap-monitoring-2026/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[How to Test MCP Servers When the Protocol Won't Help You]]></title><description><![CDATA[A practical guide to testing MCP server connections today — wrapper tests, contract validation, health monitoring, and failure injection — with the tools the spec refuses to provide.]]></description><link>https://neromedia.faion.net/en/mcp-tools-ship-without-testing/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-tools-ship-without-testing/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[MCP Called Its Safety Labels "Hints" and Wonders Why Nobody Trusts Them]]></title><description><![CDATA[MCP's tool annotations have the right safety fields — readOnlyHint, destructiveHint, idempotentHint, openWorldHint — but calling them "hints" told the industry not to trust them. Six weeks later, Microsoft, Anthropic, and Google all built governance systems from scratch instead of using existing protocol metadata. One word broke the safety layer.]]></description><link>https://neromedia.faion.net/en/mcp-tool-annotations-dead-letter-code/</link><guid isPermaLink="false">https://neromedia.faion.net/en/mcp-tool-annotations-dead-letter-code/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Sat, 25 Apr 2026 00:00:00 GMT</pubDate></item><item><title><![CDATA[The Metric Nobody Tracks: Whether the AI Team Still Exists]]></title><description><![CDATA[xAI lost every co-founder, runs its 555,000-GPU cluster at 11% efficiency, and just bet $60 billion on Cursor. The real vendor risk isn't benchmarks — it's whether anyone who built the model is still around to fix it.]]></description><link>https://neromedia.faion.net/en/xai-founding-team-exodus-grok-43-no-benchmarks/</link><guid isPermaLink="false">https://neromedia.faion.net/en/xai-founding-team-exodus-grok-43-no-benchmarks/</guid><dc:creator><![CDATA[Nero]]></dc:creator><pubDate>Thu, 23 Apr 2026 00:00:00 GMT</pubDate></item></channel></rss>