diff --git a/Business/Nate Corpus/2026-05-18_your-agent-has-12-blind-spots-you.md b/Business/Nate Corpus/2026-05-18_your-agent-has-12-blind-spots-you.md new file mode 100644 index 0000000..2f2f6a9 --- /dev/null +++ b/Business/Nate Corpus/2026-05-18_your-agent-has-12-blind-spots-you.md @@ -0,0 +1,102 @@ +--- +title: "Агент — это 80% сантехники: 12 инфраструктурных примитивов" +slug: your-agent-has-12-blind-spots-you +source: https://natesnewsletter.substack.com/p/your-agent-has-12-blind-spots-you +author: Nate Jones +published: 2026-04-03 +processed: 2026-05-18 +type: video +themes: + - "[[Agentic Workflow]]" + - "[[Implementation Layer]]" + - "[[Harness]]" + - "[[Audit Trails]]" + - "[[Workflow Completion]]" +frameworks: + - "[[Implementation Fabric]]" + - "[[Evals]]" + - "[[Moat]]" +terminology: + - "[[Harness]]" + - "[[Agentic Workflow]]" + - "[[Implementation Layer]]" + - "[[Audit Trails]]" + - "[[Evals]]" + - "[[Workflow Completion]]" +--- + +# Агент — это 80% сантехники: 12 инфраструктурных примитивов + +## Контекст + +Anthropic случайно опубликовал полный исходный код Claude Code: 1 902 файла, 512 000+ строк, 29 подсистем. Утечка произошла из-за не исключённого source map файла в npm-пакете. Nate Jones проанализировал не фичи (Тамагочи, голосовой режим, 44 флага), а инфраструктуру под ними. + +## Главный тезис + +> "The LLM call is maybe 20% of Claude Code. The other 80% is plumbing." +> *LLM-вызов — это примерно 20% Claude Code. Остальные 80% — это сантехника.* + +Туториалы по агентам останавливаются на стадии демо: настроить промпт, подключить инструменты, задеплоить. В продакшене это ломается — сессии не переживают краши, инструменты работают без разрешений, контекстные окна переполняются, затраты растут, диагностировать нечем. + +## 12 инфраструктурных примитивов + +Полный список за пейволлом. Из доступного: + +| # | Примитив (EN) | Описание | +|---|---|---| +| 1 | Session Persistence | Сохранение состояния сессии между перезапусками | +| 2 | Permission Pipelines | Конвейер разрешений до выполнения инструмента | +| 3 | Context Budget Management | Управление бюджетом контекстного окна | +| 4 | Tool Registries | Реестр инструментов с метаданными | +| 5 | Security Stacks | 18-модульный стек безопасности на один shell-вызов | +| 6 | Error Recovery | Восстановление после сбоев | +| 7–12 | — | TBD (за пейволлом) | + +> Открытый вопрос: какие из 7–12 примитивов относятся к observability и cost control — именно эти зоны наиболее болезненны для наших клиентов? + +## Ключевые наблюдения + +**Мета-урок об утечке.** Скорость разработки с AI-помощью опережает операционную дисциплину, которая должна её контролировать. Это структурная проблема отрасли, не разовый инцидент. + +**Переносимость паттернов.** В течение нескольких часов после утечки разработчики портировали весь [[Harness]] на Python и Rust. Вывод: эти паттерны не специфичны для Anthropic — они являются структурными требованиями для любого агента, работающего в продакшене. + +**Приоритизация по времени.** Примитивы организованы не по порядку появления в коде, а по очерёдности внедрения: day one → week one → month one. + +## Терминология + +| Термин (RU) | EN | Пояснение | +|---|---|---| +| Сантехника агента | Agent Plumbing | Вся инфраструктура вокруг LLM-вызова | +| Конвейер разрешений | Permission Pipeline | Проверка прав до выполнения инструмента | +| Бюджет контекста | Context Budget | Лимит токенов и стратегия его управления | +| Реестр инструментов | [[Harness]] / Tool Registry | Каталог доступных инструментов агента | +| Стек безопасности | Security Stack | Многоуровневая проверка shell-команд | +| Аудит архитектуры | Architecture Audit | Gap-анализ агента против 12 примитивов | + +## Инструменты из статьи + +- **Промпт для аудита архитектуры** — интервьюирует вас о системе и возвращает gap-анализ против 12 примитивов +- **Skill-пакет** — для Claude Code и OpenAI Codex: читает кодовую базу и указывает на отсутствующие примитивы + +Оба инструмента за пейволлом. + +## Что использовать для нашего портфеля + +**Позиционирование.** Тезис "80% — сантехника" прямо подтверждает нашу роль как [[Implementation Layer]]: клиент покупает LLM-доступ (20%), а мы строим остальное (80%). Это конкретный аргумент для продаж вместо абстрактного "мы строим агентов". + +**Gap-анализ как точка входа.** 12 примитивов дают готовый чеклист для первого разговора с клиентом. Вопрос "сколько из 12 у вас есть?" диагностирует зрелость и открывает [[Implementation Fabric]] как решение. + +**[[Forward Deployed Engineer]] как канал (PE).** PE-портфельные компании строят агентов без инфраструктуры — они на стадии "demo works, prod breaks". Утечка Claude Code создала образовательный момент: можно показать, что именно отсутствует, без лекции с нуля. + +**[[Evals]] как продолжение.** После внедрения примитивов естественный следующий шаг — оценка качества агента. Это наша [[Moat]]-зона: клиент не может уйти, не взяв с собой накопленные эталоны. + +**[[Audit Trails]] как compliance-аргумент.** 18-модульный стек безопасности на один shell-вызов — это язык, понятный юридическим и compliance-командам в [[Systems of Record]]-контекстах (ERP, CRM). Конкретные числа снимают абстрактность разговора о безопасности агентов. + +## Связанные заметки + +- [[Agentic Workflow]] +- [[Implementation Layer]] +- [[Harness]] +- [[Workflow Completion]] +- [[Audit Trails]] +- [[Evals]] \ No newline at end of file diff --git a/Business/Nate Corpus/2026-05-18_your-agent-has-12-blind-spots-you.transcript.md b/Business/Nate Corpus/2026-05-18_your-agent-has-12-blind-spots-you.transcript.md new file mode 100644 index 0000000..d597d63 --- /dev/null +++ b/Business/Nate Corpus/2026-05-18_your-agent-has-12-blind-spots-you.transcript.md @@ -0,0 +1,169 @@ +Your Agent Is 80% Plumbing. 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Please upgrade. +179 +11 +6 +Your Agent Is 80% Plumbing. Here Are the 12 Pieces You're Missing. +Yes, more leaks! Everyone's talking about the Tamagotchi -- but let's look at what actually matters. +Nate +Apr 03, 2026 +∙ Paid +179 +11 +6 +Share +Anthropic just accidentally published the full source code of Claude Code, one of the most commercially successful agentic AI systems ever shipped. 1,902 files totaling 512,000+ lines across 29 subsystems. The entire architecture of a product doing an estimated $2.5 billion in annualized revenue, exposed because someone forgot to exclude a source map file from an npm package. +Every AI newsletter and Twitter thread is doing the same thing with it: cataloguing the hidden features. The Tamagotchi pet. The unreleased voice mode. The 44 feature flags. That’s interesting for about five minutes. +I mapped the infrastructure underneath the features and extracted the design primitives that determine whether an agentic system actually works in production. What I found is that the LLM call is maybe 20% of Claude Code. The other 80% is plumbing: session persistence, permission pipelines, context budget management, tool registries, security stacks, error recovery. The boring stuff that nobody writes tutorials about, and the exact stuff that separates a demo from a system that has to work when millions of people depend on it. +Every “how to build agents” tutorial on the internet stops at the demo stage: get the prompt right, wire up tool calling, ship it. And then it breaks in production in ways nobody warned you about. Sessions don’t survive crashes, tools run without permission, context windows overflow, costs spiral, and there’s no way to tell what went wrong. Thousands of developers are hitting exactly these problems right now, and the tutorials they learned from never covered them. +Here’s what’s inside: +Two leaks, one week, zero coincidences. +What Anthropic’s back-to-back exposures reveal about AI-assisted development velocity outrunning the operational discipline that’s supposed to keep it safe. +The 12 infrastructure primitives, prioritized. +Everything Claude Code runs on beneath the LLM call, organized not by how it appears in the source but by what you need to build first — day one, week one, month one. +An 18-module security stack for a single shell command. +How Anthropic thinks about permissions, crash recovery, token budgets, and session persistence at scale — and what your system should borrow. +The confirmation nobody expected. +Within hours, developers ported the entire harness to Python and Rust, proving these patterns aren’t Anthropic-specific — they’re structural requirements of any agent that has to work for real. +A prompt and a skill to audit what you’ve actually built. +An architecture audit that interviews you about your agent system and returns a gap analysis against all 12 primitives — plus a free skill package for Claude Code and OpenAI Codex that reads your codebase and tells you what’s missing. +Let me start with how this leak happened, because the meta-lesson frames everything that follows. +Subscribers get all posts like these! +Subscribe +Listen to this episode with a 7-day free trial +Subscribe to +Nate’s Substack +to listen to this post and get 7 days of free access to the full post archives. +Start trial +Already a paid subscriber? +Sign in +Nate's Notebook +Welcome to my podcast! In these audio reviews of my newsletters, I am to break down complex AI topics in a way that's approachable and relatable. I want you to walk away with the confidence to leverage AI more effectively at home and at work! +Welcome to my podcast! In these audio reviews of my newsletters, I am to break down complex AI topics in a way that's approachable and relatable. I want you to walk away with the confidence to leverage AI more effectively at home and at work! +Subscribe +Listen on +Substack App +RSS Feed +Appears in episode +Nate +Recent Episodes +Executive Briefing: Stop asking if AI can do this. Start asking what shape the work is. +20 hrs ago +• +Nate +Exclusive: a conversation with Tibo from Codex on what your company has to become when the model can actually do the work +May 16 +• +Nate +The 2 prompts I'd run before any 2026 SaaS renewal (especially if you're deploying agents) +May 15 +• +Nate +Six things have to be true before AI changes a workflow. Most companies have built two. +May 14 +• +Nate +Your AI agent is rediscovering 85% of its context every run. Here's the architecture fix (+ Contract Spec, Failure Triage, and Stack ADR) +May 13 +• +Nate +Six layers your agent has to handle. Most products have only thought about two. + a responsibility-layer audit. +May 12 +• +Nate +You gave your AI agent real tools. 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The entire architecture of a product doing an estimated $2.5 billion in annualized revenue, exposed because someone forgot to exclude a source map file from an npm package. +Every AI newsletter and Twitter thread is doing the same thing with it: cataloguing the hidden features. The Tamagotchi pet. The unreleased voice mode. The 44 feature flags. That\u2019s interesting for about five minutes. +I mapped the infrastructure underneath the features and extracted the design primitives that determine whether an agentic system actually works in production. What I found is that the LLM call is maybe 20% of Claude Code. The other 80% is plumbing: session persistence, permission pipelines, context budget management, tool registries, security stacks, error recovery. The boring stuff that nobody writes tutorials about, and the exact stuff that separates a demo from a system that has to work when millions of people depend on it. +Every \u201Chow to build agents\u201D tutorial on the internet stops at the demo stage: get the prompt right, wire up tool calling, ship it. And then it breaks in production in ways nobody warned you about. Sessions don\u2019t survive crashes, tools run without permission, context windows overflow, costs spiral, and there\u2019s no way to tell what went wrong. 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