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<h1><strong> TLDR Dev <span id="date">2026-01-16</span></strong></h1>
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<h1><strong>Articles & Tutorials</strong></h1>
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<strong>The Design & Implementation of Sprites (12 minute read)</strong>
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Sprites is a platform of Linux virtual machines. These Sprites offer instant creation (1-2 seconds), root access, 100GB of durable storage, and automatically sleep during inactivity. Their unique capabilities come from certain design decisions: eliminating user-facing container images, using S3-compatible object storage for persistent disks, and using an "inside-out orchestration" model where much of the management occurs within the VM itself.
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<strong>The Complete Guide to CLAUDE.md (8 minute read)</strong>
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CLAUDE.md files are markdown files that Claude automatically reads at the start of each coding session to understand project-specific instructions, conventions, and workflows. They need to be maintained over time to avoid repeating setup instructions in every conversation. Other features include importing other files with `@imports`, using modular rule files in `.claude/rules/` directories, and placing CLAUDE.md files in subdirectories for more complex project structures.
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<h1><strong>Opinions & Advice</strong></h1>
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<strong>When the right call is to Stop the Work (6 minute read)</strong>
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Good leadership sometimes requires intervening and forcing team members to take a rest to prevent burnout. Prioritizing early rest is necessary for sustained performance and retaining talent.
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<strong>Web dependencies are broken. Can we fix them? (8 minute read)</strong>
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The web platform has a broken dependency management system that forces developers to use complex bundlers for basic tasks like importing libraries. Dependency management should be decoupled from bundling and be made a first-class feature of the web platform itself.
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<strong>How we built an AI-first culture at Ably (8 minute read)</strong>
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Ably built an AI-first culture through a company-wide mandate requiring all employees to explore AI's potential to improve their effectiveness. Its approach focused on three pillars: internal AI adoption across all teams, improving developer experience through AI tools, and AI product enhancement based on real customer needs. Using MCPs was a key breakthrough.
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<strong>AI code review with comments you'll actually implement (Sponsor)</strong>
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<a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fgetunblocked.com%2Fcode-review%2F%3Futm_source=tldrdev%26utm_medium=email%26utm_campaign=codereview_260116secondary/2/0100019bc6cbdeec-b3a0ddd4-6169-450b-88e4-53f101894cda-000000/JQnkVIsFnq4QSh42uCQHy7s3VinZV4yag96Q2dskZHg=440" rel="noopener noreferrer nofollow" target="_blank"><span>Unblocked</span></a> is the AI code review that surfaces real issues and meaningful feedback instead of flooding your PRs with stylistic nitpicks and low-value comments.
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<p>“<em>Unblocked made me reconsider my AI fatigue. Finally, a tool that surfaces context only someone with a full view of the codebase could provide.</em>” - Senior developer, Clio</p>
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<strong>Puck (GitHub Repo)</strong>
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Puck is a modular, open-source visual editor for React apps. It supports custom drag-and-drop content experiences using existing React components. As a simple React component, Puck integrates seamlessly into any React environment.
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<strong>Gambit (GitHub Repo)</strong>
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Gambit is an agent harness framework for building LLM workflows by creating small, typed "decks" with clear inputs, outputs, and guardrails. It fixes brittle orchestration, untyped I/O, excessive context, and difficult debugging by allowing a mix of LLM and compute tasks with localized logic.
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<div style="text-align: center;"><strong><h1>Miscellaneous</h1></strong></div>
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<strong>Beyond Senior: Consider the staff path! (14 minute read)</strong>
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The Staff Software Engineer role is a "beyond terminal" level that involves a broader scope across multiple teams or deeper technical expertise. The various archetypes of it include Tech Lead, Architect, Solver, or a leader's Right Hand. Getting to this level typically involves leading impactful projects that address large business needs.
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<strong>How to think about Gas Town (9 minute read)</strong>
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Gas Town uses AI agents to autonomously complete software tasks from a bug tracker. While the underlying concept of AI-driven development is inevitable, the project intentionally uses "weird" terminology to filter for like-minded, experimental individuals.
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<strong>8 lessons from tech leadership on scaling teams and AI (11 minute read)</strong>
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Most companies jump into AI without realizing their data is a mess, and developers are increasingly skeptical (only a third actually trust AI output now).
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<strong>Cursor CEO Built a Browser using AI, but Does It Really Work? (5 minute read)</strong>
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Cursor's CEO used hundreds of AI agents to build a web browser in a week, but the resulting software only "kind of" works and is far from production-ready.
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<strong>The Agentic AI Handbook: Production-Ready Patterns (26 minute read)</strong>
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This is a collection of 113 production-ready patterns derived from real-world systems for building and deploying reliable AI agents.
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<strong>Serving Markdown for AI Agents (3 minute read)</strong>
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Serving Markdown via GitHub Actions and Jekyll improves data ingestion over messy HTML.
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<strong>Requiem For Another Hellsite (5 minute read)</strong>
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Stack Overflow question volume collapsed from 250,000 monthly posts to 2009 levels by 2026, mostly due to AI.
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<span>Priyam Mohanty</span>, <a href="https://tracking.tldrnewsletter.com/CL0/https:%2F%2Fwww.linkedin.com%2Fin%2Fxu-jenny%2F/1/0100019bc6cbdeec-b3a0ddd4-6169-450b-88e4-53f101894cda-000000/zuhZJ4xiZX1p4t5FCguKPhstcivUZOW8gZSxzbYdTqE=440"><span>Jenny Xu</span></a> & <span>Ceora Ford</span>
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