{"generated":"2026-09-06T19:06:32.297Z","source":"https://timbenniks.dev/content-index.json","counts":{"writing":80,"video":303,"talk":88,"project":15,"page":14},"items":[{"type":"writing","id":"building-mcp-profile-hub-part-2-one-mcp-server-is-the-wrong-abstraction","title":"Building MCP Profile Hub part 2, one MCP server is the wrong abstraction","date":"2026-09-04","description":"This article argues that a single, monolithic MCP server per platform is the wrong abstraction, especially for complex systems like Contentstack. Instead, it introduces managed profiles as the right unit of configuration, aligned to jobs, teams, or access boundaries rather than product catalogs. Each managed profile bundles a curated set of tools, Automations, and agents, enriched with account context, while still respecting individual user identities and permissions. Profiles can only narrow what a user can do, never expand their underlying platform permissions. This makes configurations easier to reason about, review, audit, and replicate across environments, and offers a scalable pattern for enterprise platforms with many roles and capabilities.","tags":["composable-architecture","ai-engineering","api-design","frontend","product-strategy"],"url":"https://timbenniks.dev/writing/building-mcp-profile-hub-part-2-one-mcp-server-is-the-wrong-abstraction","md":"https://timbenniks.dev/writing/building-mcp-profile-hub-part-2-one-mcp-server-is-the-wrong-abstraction.md"},{"type":"writing","id":"building-mcp-profile-hub-part-1-stop-making-the-agent-ask","title":"Building MCP Profile Hub, part 1: Stop making the agent ask","date":"2026-08-31","description":"Introducing MCP Profile Hub. I explain why enriching tool definitions with tenant-specific context dramatically improves agent performance. Instead of exposing generic CMS tools that force models to discover content types, environments, locales, and branches through multiple lookup calls, Profile Hub injects real account data directly into JSON Schemas as enums, defaults, and descriptions. This reduces tool calls, latency, and reasoning tokens while avoiding misleading examples and invalid defaults. The piece also covers the production engineering behind enrichment, how Automations and Agent OS agents are exposed as high-level deterministic tools, and why reusable HTTP-based tool definitions let teams run their own MCP runtimes. The core takeaway is that fewer, richer, context-aware tools beat large generic catalogs for real-world agent workflows.","tags":["composable-architecture","ai-engineering","api-design","frontend","product-strategy"],"url":"https://timbenniks.dev/writing/building-mcp-profile-hub-part-1-stop-making-the-agent-ask","md":"https://timbenniks.dev/writing/building-mcp-profile-hub-part-1-stop-making-the-agent-ask.md"},{"type":"writing","id":"claude-desktop-mcp-lifecycle-is-broken","title":"Claude Desktop MCP lifecycle is broken","date":"2026-08-24","description":"Claude Desktop currently launches duplicate local MCP stdio servers for a single configuration, causing two independent OAuth flows, extra browser tabs, and unnecessary resource usage. The bug is masked once credentials are cached, so it silently persists in production while still spawning two processes every time. This is not an mcp-remote or external service issue but a host-level lifecycle problem, likely caused by overlapping legacy and new MCP managers and poor observability for one of the processes. Workarounds like pre-authenticating with mcp-remote mitigate UX pain but do not fix the duplication. The article argues that open-source tools should not shoulder complex coordination logic just to survive a major desktop app’s sloppy process management.","tags":["composable-architecture","ai-engineering","performance","cloud-infra","frontend"],"url":"https://timbenniks.dev/writing/claude-desktop-mcp-lifecycle-is-broken","md":"https://timbenniks.dev/writing/claude-desktop-mcp-lifecycle-is-broken.md"},{"type":"writing","id":"buy-the-plumbing-vibe-the-rest","title":"Buy the plumbing, vibe the rest","date":"2026-08-22","description":"AI makes it tempting to cancel SaaS tools and prompt your own internal platforms into existence, but that often creates brittle systems that are “a mile wide and an inch deep.” Performance, security, and edge cases quickly become serious problems, and suddenly your team is doing database administration and security engineering instead of solving business problems. A better pattern is to buy robust, headless infrastructure for the hard, invisible parts (content, data, security, scaling) and then use AI to build bespoke experiences on top. With a solid SDK and stable backend services, AI tools like Claude can safely orchestrate UI and workflows instead of guessing at architecture. Pay for the plumbing, and vibe on the interface layer where your differentiation really lives.","tags":["composable-architecture","ai-engineering","frontend","developer-experience"],"url":"https://timbenniks.dev/writing/buy-the-plumbing-vibe-the-rest","md":"https://timbenniks.dev/writing/buy-the-plumbing-vibe-the-rest.md"},{"type":"writing","id":"the-doer-economy-we-are-killing-the-translator-class","title":"The Doer Economy - we are killing the translator class","date":"2026-08-17","description":"This article argues that AI is collapsing the distance between vision and execution, ushering in a Doer Economy where the primary winners are those who can both imagine and build. The traditional corporate stack of translators (product managers, marketers, and multiple layers of management) is shrinking because executional tasks are increasingly handled by AI. Founders and CEOs are moving closer to product, validating ideas directly with AI-generated scaffolds and modern SaaS primitives. For individuals, the value has shifted from narrow, ticket-driven skills to end-to-end ownership, product thinking, and understanding users. The future belongs to people who ship, iterate quickly, and leverage AI and SaaS platforms to focus on business logic and user experience, rather than those who only manage the builders.","tags":["composable-architecture","ai-engineering","api-design","frontend","developer-experience"],"url":"https://timbenniks.dev/writing/the-doer-economy-we-are-killing-the-translator-class","md":"https://timbenniks.dev/writing/the-doer-economy-we-are-killing-the-translator-class.md"},{"type":"writing","id":"ten-ai-security-problems-hiding-in-plain-text","title":"Ten AI security problems hiding in plain text","date":"2026-08-05","description":"This article argues that AI security risks extend far beyond model jailbreaks and prompt engineering, into every piece of text an AI can read. Natural language now behaves like soft code, where logs, documentation, commit messages, wikis, support tickets, web pages, PDFs, and search results can all carry hidden instructions for agents. The author walks through ten concrete scenarios where ordinary text fields become attack surfaces, often with delayed or indirect activation through internal tools and multi agent pipelines. The core message is that information and instruction have blurred, and any text accessible to AI must be treated as part of the security model. Teams need to rethink access, editing rights, retrieval, and agent capabilities accordingly.","tags":["composable-architecture","ai-engineering","cloud-infra","frontend","product-strategy"],"url":"https://timbenniks.dev/writing/ten-ai-security-problems-hiding-in-plain-text","md":"https://timbenniks.dev/writing/ten-ai-security-problems-hiding-in-plain-text.md"},{"type":"writing","id":"the-biggest-risk-to-ai-is-the-enterprise-org-chart","title":"The biggest risk to AI is the enterprise org chart","date":"2026-07-24","description":"This article argues that the real risk of corporate AI is not rogue superintelligence but how large organizations deploy it, usually in service of cost-cutting rather than creating new value. Big enterprises buy AI like office furniture, wrapped in committees, procurement, and risk matrices, so it ends up optimizing ticket deflection and headcount instead of enabling innovation. The real bottleneck is bureaucracy, not intelligence. In contrast, a roughly 500-person company has enough depth to build serious systems but short enough communication paths that the person with the problem can help build the solution. AI lets domain experts prototype directly, shortening the loop between friction and fix. The key is governance that enables safe experimentation instead of vetoing it, using AI to expand reach rather than just reduce costs.","tags":["composable-architecture","ai-engineering","frontend","product-strategy","career"],"url":"https://timbenniks.dev/writing/the-biggest-risk-to-ai-is-the-enterprise-org-chart","md":"https://timbenniks.dev/writing/the-biggest-risk-to-ai-is-the-enterprise-org-chart.md"},{"type":"writing","id":"your-linkedin-reads-like-a-robot","title":"Your LinkedIn reads like a robot wrote it","date":"2026-06-22","description":"Two free skills can strip the AI tells out of your writing in seconds. Nobody uses them. So every feed is now a slop fest of em dashes, rule-of-three lists, and It's not just X, it's Y. Here is how to spot the patterns and stop shipping them.","tags":["ai-engineering","craft","product-strategy","career"],"url":"https://timbenniks.dev/writing/your-linkedin-reads-like-a-robot","md":"https://timbenniks.dev/writing/your-linkedin-reads-like-a-robot.md"},{"type":"writing","id":"we-are-thinking-too-small","title":"We are thinking too small","date":"2026-06-20","description":"AI coding agents are not a threat to developer jobs, they are a fundamental shift in the economics of software creation. Just as the cloud removed the risk and capital cost of infrastructure, AI is removing the cost of writing and refactoring code. This kills the old moats that protected horizontal enterprise platforms and makes rebuilding wide, deeply integrated stacks viable. Instead of spending years stitching together narrow SaaS tools and APIs, teams can let agents generate bespoke services quickly and cheaply. The real risk is using AI only to speed up legacy glue work. Developers who win will treat the cost of reinventing the wheel as effectively zero and pursue much larger, previously impossible product ideas.","tags":["composable-architecture","ai-engineering","cloud-infra","frontend"],"url":"https://timbenniks.dev/writing/we-are-thinking-too-small","md":"https://timbenniks.dev/writing/we-are-thinking-too-small.md"},{"type":"writing","id":"cursors-moat","title":"Cursor's moat","date":"2026-06-17","description":"The interesting story about Cursor is not which base model it uses, but how deeply it sits inside real software development workflows. Unlike model labs trained only on finished code artifacts, Cursor’s IDE sees every attempt, failure, context switch, and accepted edit as developers ship real software. That environment, with multiple models competing on the same tasks, produces rich feedback signals that are closer to “which path got the work done” than traditional preference data. The piece generalizes this idea beyond coding tools, suggesting that any serious AI product should focus on generating observable traces of work, outcomes, and corrections, and treat the product workflow itself as part of the training system and long-term moat.","tags":["composable-architecture","ai-engineering","frontend","devrel"],"url":"https://timbenniks.dev/writing/cursors-moat","md":"https://timbenniks.dev/writing/cursors-moat.md"},{"type":"writing","id":"contentstack-launched-agent-os-axp-and-the-dev-tools","title":"Contentstack launched Agent OS, AXP, and the dev tools I have been itching to talk about","date":"2026-06-09","description":"Contentstack just made Agent OS generally available, renamed the platform to AXP, and shipped a pile of developer tooling. I helped build the AI side, and I am happily biased about why this one is different.","tags":["composable-architecture","ai-engineering","developer-experience"],"url":"https://timbenniks.dev/writing/contentstack-launched-agent-os-axp-and-the-dev-tools","md":"https://timbenniks.dev/writing/contentstack-launched-agent-os-axp-and-the-dev-tools.md"},{"type":"writing","id":"the-agentic-spectrum-stop-burning-tokens-on-what-a-script-can-do","title":"The agentic spectrum: stop burning tokens on what a script can do","date":"2026-06-04","description":"AI workflows sit on a spectrum, from a single LLM-assisted task to a fully autonomous agent. Most real content work belongs near the low end, yet people keep reaching for the autonomous end and paying for it in tokens.","tags":["ai-engineering","content-ops","cloud-infra"],"url":"https://timbenniks.dev/writing/the-agentic-spectrum-stop-burning-tokens-on-what-a-script-can-do","md":"https://timbenniks.dev/writing/the-agentic-spectrum-stop-burning-tokens-on-what-a-script-can-do.md"},{"type":"writing","id":"the-tool-catalog-is-the-product","title":"The tool catalog is the product","date":"2026-05-27","description":"We exposed Contentstack MCP tool definitions through a server endpoint as JSON. That sounds small, but it changes the product shape. The hosted MCP server becomes one official implementation of a reusable tool catalog, while developers can build their own MCPs with their own auth, hosting, filtering, and governance. This is what AI-first developer tooling should feel like: polished defaults on top of portable primitives.","tags":["ai-engineering","api-design","developer-experience"],"url":"https://timbenniks.dev/writing/the-tool-catalog-is-the-product","md":"https://timbenniks.dev/writing/the-tool-catalog-is-the-product.md"},{"type":"writing","id":"ai-will-not-live-in-one-place-but-trust-has-to","title":"AI will not live in one place, but trust has to","date":"2026-05-18","description":"Enterprise AI is spreading into every tool where work happens, from IDE agents to browser assistants, but governance, spend control, and brand safety are lagging behind. This article explains a two-layer architecture for solving that tension. Off-platform AI, powered by APIs, MCP, and agent skills, acts as the reach layer that lets developers and teams experiment, prototype, and orchestrate across systems from within their preferred tools. On-platform AI, delivered through Agent OS, Polaris, and AI Credits, is the trust layer that handles permissions, spend visibility, brand context, review workflows, and auditability. Rather than choosing between open access and tight governance, enterprises should use both layers together so external AI gathers context while governed on-platform capabilities execute business-critical work safely.","tags":["composable-architecture","ai-engineering","api-design","content-ops","frontend"],"url":"https://timbenniks.dev/writing/ai-will-not-live-in-one-place-but-trust-has-to","md":"https://timbenniks.dev/writing/ai-will-not-live-in-one-place-but-trust-has-to.md"},{"type":"writing","id":"the-supply-chain-backlash-will-create-worse-software","title":"The Mini Shai-Hulud supply chain backlash will create worse software","date":"2026-05-13","description":"Supply-chain attacks like Mini Shai-Hulud will make teams distrust third-party packages. AI makes it easy to react by generating internal replacements for dependencies, SDK helpers, workflow tools, and glue code. That feels safer, but a lot of that code will be vibe coded without threat models, tests, update paths, or security review.","tags":["composable-architecture","ai-engineering","cloud-infra","frontend","product-strategy"],"url":"https://timbenniks.dev/writing/the-supply-chain-backlash-will-create-worse-software","md":"https://timbenniks.dev/writing/the-supply-chain-backlash-will-create-worse-software.md"},{"type":"writing","id":"development-101-for-non-technical-vibe-coders","title":"Development 101 for non-technical vibe coders","date":"2026-05-04","description":"When folks think they're failing at AI coding, they're usually failing at their laptop. Before you brief an agent well, your machine has to be a predictable place.","tags":["ai-engineering","craft","developer-experience"],"url":"https://timbenniks.dev/writing/development-101-for-non-technical-vibe-coders","md":"https://timbenniks.dev/writing/development-101-for-non-technical-vibe-coders.md"},{"type":"writing","id":"the-case-for-boring-setups","title":"The case for boring setups","date":"2026-04-20","description":"Most developers overconfigure their machines and pay for it in ways they don't notice. Every custom alias, every remapped key, every hand-rolled config file is a small tax on your ability to work anywhere other than your own laptop. The same pattern is repeating right now with AI tooling, dozens of MCP servers and stacked skill files that look like leverage and behave like drag. After getting stranded by my own setups more times than I'd like to admit, I've come around to a quieter belief: portability is a skill, and defaults are how you practice it.","tags":["composable-architecture","ai-engineering","cloud-infra","frontend","developer-experience"],"url":"https://timbenniks.dev/writing/the-case-for-boring-setups","md":"https://timbenniks.dev/writing/the-case-for-boring-setups.md"},{"type":"writing","id":"the-vibe-coded-app-architecture-guide","title":"The vibe-coded app architecture guide","date":"2026-04-16","description":"The AI builds what you describe, not what you need in production. This guide covers the full architecture stack for vibe-coded apps - auth, database security, secrets, GDPR, audit logging, rate limiting, and dependencies - so you can ship fast and stay solid.","tags":["composable-architecture","ai-engineering","cloud-infra","developer-experience"],"url":"https://timbenniks.dev/writing/the-vibe-coded-app-architecture-guide","md":"https://timbenniks.dev/writing/the-vibe-coded-app-architecture-guide.md"},{"type":"writing","id":"i-will-not-log-into-your-vibe-coded-app","title":"I will not log into your vibe coded app","date":"2026-04-14","description":"Vibe coding has made it trivially easy to spin up apps that collect user data, handle logins, and store sensitive information. The problem is that most people building these apps have no idea how authentication, database security, or data protection actually work. Defaults on services like Supabase and Firebase are dangerously permissive, GDPR obligations are being ignored entirely, and users are handing credentials to apps built by people who have never heard of row level security. My personal rule now is simple. If it looks vibe coded and asks for username and password, I walk away.","tags":["composable-architecture","ai-engineering","cloud-infra","frontend","product-strategy"],"url":"https://timbenniks.dev/writing/i-will-not-log-into-your-vibe-coded-app","md":"https://timbenniks.dev/writing/i-will-not-log-into-your-vibe-coded-app.md"},{"type":"writing","id":"most-cms-migrations-fail-before-the-first-record-moves","title":"Most CMS migrations fail before the first record moves","date":"2026-03-30","description":"CMS migrations fail not because of the new platform but because nobody cleaned up the mess before packing it into boxes. Bad content models get locked in, integrations get reverse-engineered at midnight, legacy logic resurfaces as unexplainable bugs, and composable architecture without discipline becomes distributed chaos. The only thing worse than a painful migration is a successful one that preserved all your worst decisions.","tags":["composable-architecture","cms","frontend","product-strategy"],"url":"https://timbenniks.dev/writing/most-cms-migrations-fail-before-the-first-record-moves","md":"https://timbenniks.dev/writing/most-cms-migrations-fail-before-the-first-record-moves.md"},{"type":"writing","id":"the-future-of-software-is-bespoke","title":"The future of software is bespoke","date":"2026-03-26","description":"This article argues that generic SaaS dashboards are a legacy compromise from a time when custom software was expensive and slow to build. With modern APIs, solid SDKs, scaffolding, and AI-assisted development, teams can now create focused, bespoke interfaces in days that match their exact workflows, instead of fighting through one-size-fits-all UIs. The platform should be treated as the engine providing authentication, permissions, content modeling, and governance, while product teams own the experience layer tailored to their people. The piece also examines trade-offs like maintenance burden, skills gaps, and fragility, and explains how good scaffolding, community patterns, and developer education can mitigate these risks and make custom tooling a pragmatic default.","tags":["composable-architecture","cms","api-design","frontend","developer-experience"],"url":"https://timbenniks.dev/writing/the-future-of-software-is-bespoke","md":"https://timbenniks.dev/writing/the-future-of-software-is-bespoke.md"},{"type":"writing","id":"we-moved-the-difficulty","title":"We moved the difficulty. We didn't make it disappear.","date":"2026-03-17","description":"In 2013 I built the Need for Speed Rivals launch site from scratch in five weeks - custom router, custom state, custom tweening engine, 35 languages, no framework worth mentioning. I rebuilt it recently for my Vue.js Amsterdam 2026 talk. The contrast broke my brain in the best way, and it clarified something I've been trying to articulate about AI, abstraction, and what \"craft\" actually means now.","tags":["composable-architecture","ai-engineering","frontend","craft","career"],"url":"https://timbenniks.dev/writing/we-moved-the-difficulty","md":"https://timbenniks.dev/writing/we-moved-the-difficulty.md"},{"type":"writing","id":"the-best-product-decisions-were-never-analytical","title":"Intuition and the real cost of research","date":"2026-03-10","description":"This article explores how AI changes the balance between research-heavy processes and intuition-driven building, especially in product and technical work. The author reflects on a career of moving faster than surrounding teams, where strong intuition (really compressed experience from shipping many similar things) often clashed with expectations for lengthy research and documentation. As AI makes implementation and iteration dramatically cheaper and faster, the true bottleneck shifts from building to deciding what is worth building. Research still matters for those without established mental models, and for environments where stakeholders need evidence and paper trails. But when iteration costs hours instead of weeks, over-indexing on analysis can become the real drag. The piece argues that, in an AI-enabled world, experienced intuition is not anti-process; for the right people and problems, it is the process.","tags":["composable-architecture","ai-engineering","frontend","product-strategy","career"],"url":"https://timbenniks.dev/writing/the-best-product-decisions-were-never-analytical","md":"https://timbenniks.dev/writing/the-best-product-decisions-were-never-analytical.md"},{"type":"writing","id":"code-is-craft-now-not-labor","title":"Code is craft now, not labor","date":"2026-02-25","description":"Coding is largely solved. Agents with a great product vision can produce what used to take teams weeks. But the act of writing code by hand isn't dying - it's transforming from a necessity into a craft. Like knitting, you won't need to do it. You'll choose to.","tags":["ai-engineering","craft","career","personal"],"url":"https://timbenniks.dev/writing/code-is-craft-now-not-labor","md":"https://timbenniks.dev/writing/code-is-craft-now-not-labor.md"},{"type":"writing","id":"openai-codex-built-a-skill-for-itself-is-mcp-even-a-thing-anymore","title":"Codex built a skill with custom CLI for itself. Is MCP even a thing anymore?","date":"2026-02-20","description":"I gave OpenAI Codex a management token, an API key, some YouTube IDs, and my Contentstack TypeScript schema. It imported all my content flawlessly, then wrote a custom CLI and a skill to do it again. I did not ask it to do that. Now I'm wondering if we've been overcomplicating everything.","tags":["ai-engineering","developer-experience"],"url":"https://timbenniks.dev/writing/openai-codex-built-a-skill-for-itself-is-mcp-even-a-thing-anymore","md":"https://timbenniks.dev/writing/openai-codex-built-a-skill-for-itself-is-mcp-even-a-thing-anymore.md"},{"type":"writing","id":"cosplaying-as-a-product-manager-and-i-think-im-onto-something","title":"I'm cosplaying as a Product Manager, and I think I'm onto something","date":"2026-02-14","description":"After twenty years of engineering, I accidentally ended up running multiple product lines. My approach (build first, spec later, let AI handle the translation) isn't traditional PM work. But it might be where the role is heading. Here's why engineers who produce before they plan might have an unfair advantage in the age of AI.","tags":["craft","product-strategy","career"],"url":"https://timbenniks.dev/writing/cosplaying-as-a-product-manager-and-i-think-im-onto-something","md":"https://timbenniks.dev/writing/cosplaying-as-a-product-manager-and-i-think-im-onto-something.md"},{"type":"writing","id":"tdd-finally-makes-sense","title":"TDD finally makes sense","date":"2026-02-11","description":"AI coding tools have removed the old excuse that test driven development is too slow or too costly. When AI can generate both implementation and test scaffolding in minutes, the time cost of writing tests first collapses, turning TDD into an obvious quality and productivity win. The real risk now is vibe coding, where developers ship AI generated code that looks fine but crumbles under real edge cases. By using AI for planning, then encoding that thinking as tests and letting the AI implement against them, teams get faster feedback, more reliable code, and fewer hotfixes. In an AI assisted world, the competitive advantage shifts to defining behavior and edge cases up front, and TDD becomes the discipline that makes that thinking explicit.","tags":["composable-architecture","ai-engineering","frontend","product-strategy","career"],"url":"https://timbenniks.dev/writing/tdd-finally-makes-sense","md":"https://timbenniks.dev/writing/tdd-finally-makes-sense.md"},{"type":"writing","id":"when-output-is-cheap-taste-is-everything","title":"When Output Is Cheap, Taste Is Everything","date":"2026-02-08","description":"This article explores how AI has radically reduced the cost of producing things, creating an intoxicating sense of limitless output for ambitious people. But when building becomes almost frictionless, the real bottleneck shifts from implementation to judgment. The author argues that taste (the ability to choose what is worth building) and genuine rest become the true sources of leverage. AI is an exceptional how engine, but deciding what and why remains a deeply human responsibility. Without rest, our judgment degrades, and we risk building more but meaning less. The piece encourages pairing curiosity and experimentation with discipline, restraint, and strategic downtime.","tags":["composable-architecture","ai-engineering","product-strategy","career","personal"],"url":"https://timbenniks.dev/writing/when-output-is-cheap-taste-is-everything","md":"https://timbenniks.dev/writing/when-output-is-cheap-taste-is-everything.md"},{"type":"writing","id":"ai-is-not-replacing-developers-it-is-exposing-everyone-else","title":"Plot twist! AI made developers more valuable.","date":"2026-02-04","description":"For the last year, the dominant narrative has been that AI will replace developers. I think that narrative has it backwards. AI doesn't replace developers - it raises the bar for everyone else to justify their seat next to someone who can now ship at absurd velocity.","tags":["ai-engineering","developer-experience"],"url":"https://timbenniks.dev/writing/ai-is-not-replacing-developers-it-is-exposing-everyone-else","md":"https://timbenniks.dev/writing/ai-is-not-replacing-developers-it-is-exposing-everyone-else.md"},{"type":"writing","id":"do-we-still-need-sdks-in-the-age-of-ai-agents","title":"Do we still need SDKs in the age of AI agents?","date":"2026-01-29","description":"With good APIs and OpenAPI specs, AI agents can generate production-ready clients in seconds. This challenges everything we know about SDK development and distribution. But are we ready to let go?","tags":["ai-engineering","api-design","developer-experience"],"url":"https://timbenniks.dev/writing/do-we-still-need-sdks-in-the-age-of-ai-agents","md":"https://timbenniks.dev/writing/do-we-still-need-sdks-in-the-age-of-ai-agents.md"},{"type":"writing","id":"devrel-success-metrics-that-actually-matter","title":"DevRel success metrics that actually matter","date":"2026-01-27","description":"When the market stops buying, vanity metrics stop mattering. Here's how to measure DevRel impact in ways that executives understand and that correlate with real business outcomes like ARR growth.","tags":["developer-experience","devrel"],"url":"https://timbenniks.dev/writing/devrel-success-metrics-that-actually-matter","md":"https://timbenniks.dev/writing/devrel-success-metrics-that-actually-matter.md"},{"type":"writing","id":"your-legacy-patterns-are-technical-debt-in-modern-architecture","title":"Your legacy patterns are technical debt in modern architecture","date":"2026-01-26","description":"Developer teams migrating from legacy to modern architecture often bring old habits that become technical debt. Executive pressure and budget constraints drive rushed migrations without adapting to new paradigms. Success requires stopping to discover how modern systems actually work, designing ideal workflows without legacy constraints, and recognizing that migration is about transforming how you model and manage content, not just moving it between systems.","tags":["composable-architecture","cms","craft"],"url":"https://timbenniks.dev/writing/your-legacy-patterns-are-technical-debt-in-modern-architecture","md":"https://timbenniks.dev/writing/your-legacy-patterns-are-technical-debt-in-modern-architecture.md"},{"type":"writing","id":"the-pragmatic-guide-to-coding-with-ai-agents","title":"The pragmatic guide to coding with AI agents","date":"2026-01-25","description":"AI agents are extremely capable coding assistants, but they are not magical autonomous engineers. Treat them like very fast junior developers who need clear scope, clean environments, and strong guardrails. Avoid context gluttony by limiting inputs to only the files and details needed for the task, and rely on search instead of dumping entire repositories. Skip over engineered MCP setups and excessive plugins in favor of simple, well understood tools. Fix your project environment so builds and checks run cleanly from the root. Use planning steps, a project specific “gotchas” file, tests as guardrails, and tightly scoped tasks to keep agents effective, predictable, and safe in real-world production work.","tags":["ai-engineering","frontend"],"url":"https://timbenniks.dev/writing/the-pragmatic-guide-to-coding-with-ai-agents","md":"https://timbenniks.dev/writing/the-pragmatic-guide-to-coding-with-ai-agents.md"},{"type":"writing","id":"want-to-be-better-at-vibe-coding-become-a-better-coder","title":"Want to be better at vibe coding? 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In this video, we go over how you can manage your component definitions and your compositions via the Uniform CLI.","tags":["composable-architecture","cms","api-design","cloud-infra","developer-experience"],"url":"https://timbenniks.dev/videos/uniform/018-e-9ylltykzk","md":"https://timbenniks.dev/videos/uniform/018-e-9ylltykzk.md"},{"type":"video","id":"mp/003-tmf2wzntooa","title":"Vlog - Vue.js Amsterdam 2022 conference vibes and interviews","date":"2022-07-27","description":"At the biggest Vue.js event in the world, Tim & Marc explored backstage. Camera in one hand, microphone in the other, they captured the vibe of the conference in perfect light. 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Camera in one hand, microphone in the other, they captured the vibe of the conference in perfect light. This is how \"Intervues\" was born.","tags":["content-ops","frontend","craft","devrel","media-production"],"url":"https://timbenniks.dev/videos/mp/004-xhbwuk0qlue","md":"https://timbenniks.dev/videos/mp/004-xhbwuk0qlue.md"},{"type":"video","id":"mp/005-2e_kk9mqrwm","title":"Vue.js Roadtrip Barcelona - Vlog","date":"2022-07-11","description":"In beautiful Barcelona, Tim & Marc joined a warm chapter of Vue.js Roadtrips organized by Passionate People. They interviewed speakers and captured the vibe around the event.","tags":["content-ops","frontend","devrel"],"url":"https://timbenniks.dev/videos/mp/005-2e_kk9mqrwm","md":"https://timbenniks.dev/videos/mp/005-2e_kk9mqrwm.md"},{"type":"video","id":"tim/038-yzh1l740tno","title":"Tim Tries Nuxt 3 & Algolia with Jakub Andrzejewski","date":"2022-07-09","description":"Sometimes I try out tech or web services for the first time. I give feedback as I go, in real-time. This is the #TimTries Series. In this episode, I try out the Algolia #Nuxt3 module made by Jakub Andrzejewski.","tags":["api-design","performance","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/tim/038-yzh1l740tno","md":"https://timbenniks.dev/videos/tim/038-yzh1l740tno.md"},{"type":"video","id":"live-uniform/006-r2lwjmehkmo","title":"The Modern Digital Pipeline - The future of Jamstack is composable","date":"2022-07-09","description":"Nowadays we are faced with an ever-expanding landscape of headless technologies like commerce engines, CMS, asset management, payments and many more. 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Compose pages with multiple headless sources and never re-platform again… Now that companies are starting to use multiple different headless sources to create their digital experience platforms, a real problem is forming.","tags":["composable-architecture","cms","content-ops","frontend"],"url":"https://timbenniks.dev/videos/tim/041-ry60wvg0fzq","md":"https://timbenniks.dev/videos/tim/041-ry60wvg0fzq.md"},{"type":"video","id":"live-uniform/004-baibxsoagdw","title":"Page compositions in Next.js with Uniform Canvas and the Jamstack","date":"2021-10-30","description":"Cable management in Next.js: creating compositions with different headless sources with Uniform Canvas in Next.js.","tags":["composable-architecture","personalization","performance","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/live-uniform/004-baibxsoagdw","md":"https://timbenniks.dev/videos/live-uniform/004-baibxsoagdw.md"},{"type":"video","id":"tim/042-ek-hhozlfvg","title":"My top 5 favourite Nuxt 3 features","date":"2021-10-21","description":"Nuxt 3 is in beta and it’s awesome. I’ve tried it out at length and I have a couple of things to show you. These are my 5 favourite features Nuxt has to offer for your daily developer experience. https://v3.nuxtjs.org/","tags":["frontend","developer-experience"],"url":"https://timbenniks.dev/videos/tim/042-ek-hhozlfvg","md":"https://timbenniks.dev/videos/tim/042-ek-hhozlfvg.md"},{"type":"video","id":"tim/043-kn5u4ahcs_0","title":"Vlog: DevBreak21 what an amazing conference experience!","date":"2021-09-13","description":"I had the privilege to speak at DevBreak21: The Ultimate Tech Festival. It's indeed more of a festival than a conference. Held in an ancient castle, the grounds allowed for lot's of activities and multiple talk tracks. I had a great time! 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They seem easy to use but there are a lot of ways to use them. In this video I explain the anatomy the img and picture tags. I hope this helps because it frustrates me how hard they are to use.","tags":["performance","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/tim/047-uxjgt2_mf90","md":"https://timbenniks.dev/videos/tim/047-uxjgt2_mf90.md"},{"type":"video","id":"live-uniform/003-vkfasdfduf8","title":"Personalizing Storyblok with Uniform and Nuxt.js","date":"2021-06-11","description":"In this stream Tim from Uniform is accompanied by Samuel and Alba to help him set up Storyblok from scratch. After that they dive into how to integrate Uniform with Storyblok as a custom field type to show off how to personalize Storyblok.","tags":["composable-architecture","cms","personalization","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/live-uniform/003-vkfasdfduf8","md":"https://timbenniks.dev/videos/live-uniform/003-vkfasdfduf8.md"},{"type":"video","id":"tim/048-d0ra_m3jlsy","title":"Tim Tries: Storyblok. One of the best headless content editing experiences","date":"2021-05-24","description":"Sometimes I try out new tech or web services for the first time. I give feedback as I go, in real-time. This is the #timtries Series. 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The future is bright for front-end developers.","tags":["performance","cloud-infra","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/tim/050-su22r2w3wea","md":"https://timbenniks.dev/videos/tim/050-su22r2w3wea.md"},{"type":"video","id":"tim/051-6ub_k4uvz20","title":"Unboxing the new M1 Mac Mini for Video editing and programming.","date":"2021-03-24","description":"After a two year hiatus to Windows land I decided to switch back to Apple. PC parts are not in stock and my current beast of a PC actually isn't as stable as I had hoped. I opted for the new M1 Mac Mini which I maxed out. I have a 1tb 16gb RAM model.","tags":["frontend","media-production"],"url":"https://timbenniks.dev/videos/tim/051-6ub_k4uvz20","md":"https://timbenniks.dev/videos/tim/051-6ub_k4uvz20.md"},{"type":"video","id":"tim/052-ec7pvgy8xsq","title":"Core Web Vitals explained with Ishan Anand | e01","date":"2021-03-22","description":"In this series Ishan Anand (CTO and co-founder of Moovweb) and I explain Core Web Vitals. In this installment we discuss the basics and we figure out that Lighthouse definitely is not the right tool to do performance tests for websites.","tags":["performance","frontend","craft"],"url":"https://timbenniks.dev/videos/tim/052-ec7pvgy8xsq","md":"https://timbenniks.dev/videos/tim/052-ec7pvgy8xsq.md"},{"type":"video","id":"tim/053-lsxu_q-8rrc","title":"DevRel Roundtable episode 2: Debbie O'brien and Lucie Haberer","date":"2021-03-08","description":"Welcome to the second episode of the DevRel roundtable series where I invite developer relation people to a roundtable discussion to converse on whatever topics we feel are relevant. In this episode I invited two titans: Debbie O'brien from Bit and Lucie Haberer from Prismic.","tags":["cms","frontend","developer-experience","devrel","career"],"url":"https://timbenniks.dev/videos/tim/053-lsxu_q-8rrc","md":"https://timbenniks.dev/videos/tim/053-lsxu_q-8rrc.md"},{"type":"video","id":"tim/054-yezaod1sddg","title":"The Modern DXP: How JAMstack will change the world","date":"2021-02-25","description":"This is my talk for my JSWorld Conference! I'm talking about how JAMstack will change the world. I now work at Uniform where we take disrupting the status quo of Digital Experience Platform software seriously :)","tags":["composable-architecture","cms","api-design","cloud-infra","frontend"],"url":"https://timbenniks.dev/videos/tim/054-yezaod1sddg","md":"https://timbenniks.dev/videos/tim/054-yezaod1sddg.md"},{"type":"video","id":"tim/055-dv5mlxbrti8","title":"Nuxt in depth: make your website faster by removing google analytics. Still get metrics!","date":"2021-02-12","description":"I enjoy making websites super fast, but I also like metrics. These two things do not always combine well. To add metrics, you also need code to provide these metrics. But that slows down your website! I found a way to remove Google Analytics JavaScript but still provide data to its back-end.","tags":["composable-architecture","cms","performance","cloud-infra","frontend"],"url":"https://timbenniks.dev/videos/tim/055-dv5mlxbrti8","md":"https://timbenniks.dev/videos/tim/055-dv5mlxbrti8.md"},{"type":"video","id":"tim/056-hcthe5pwhvm","title":"I have a new job at a Silicon Valley Startup!","date":"2021-02-01","description":"Read more here: https://timbenniks.dev/writings/i-turned-my-career-on-its-head/ 2021 is starting well! I have a new Job at a silicon valley startup. In this video I discuss what the job is, why I like it and also why I moved away from the safe career path I was on at Valtech.","tags":["composable-architecture","cms","api-design","personalization","frontend"],"url":"https://timbenniks.dev/videos/tim/056-hcthe5pwhvm","md":"https://timbenniks.dev/videos/tim/056-hcthe5pwhvm.md"},{"type":"video","id":"tim/057-zd7qkgd8ix8","title":"An Interview with Ishan Anand (CTO) and Mark Brocado (VP of Engineering) from Moovweb","date":"2021-01-26","description":"In this video I interview Ishan Anand (co-founder/CTO) and Mark Brocado (VP of Engineering) from Moovweb. Moovweb is an all-in-one JAMstack platform to develop, deploy, preview, split test and monitor your frontend.","tags":["composable-architecture","content-ops","performance","cloud-infra","frontend"],"url":"https://timbenniks.dev/videos/tim/057-zd7qkgd8ix8","md":"https://timbenniks.dev/videos/tim/057-zd7qkgd8ix8.md"},{"type":"video","id":"tim/058-bhffzm6n3tw","title":"2020 The best year of my career","date":"2021-01-05","description":"I created a pretty personal video about how I experienced 2020. It strangely became the best year of my career. Make sure to stick around to the end for a surprising turn of events for 2021.","tags":["cms","content-ops","product-strategy","devrel","career"],"url":"https://timbenniks.dev/videos/tim/058-bhffzm6n3tw","md":"https://timbenniks.dev/videos/tim/058-bhffzm6n3tw.md"},{"type":"video","id":"tim/059-s1od1u-itka","title":"How to build your online persona","date":"2020-12-09","description":"This video is a webinar I did for my colleagues. Since 2019 I have been creating my online persona. I've failed a bunch and I have learnt a lot. In this session I'm sharing my experience, advice and insights into building your brand and growing your audience.","tags":["content-ops","frontend","developer-experience","devrel","career"],"url":"https://timbenniks.dev/videos/tim/059-s1od1u-itka","md":"https://timbenniks.dev/videos/tim/059-s1od1u-itka.md"},{"type":"video","id":"tim/060-rm_bameopiy","title":"How to record yourself guide","date":"2020-12-02","description":"After daily questions I decided to work on a huge tips & tricks video for people who pre-record talks or do live streams. This video has 39 tips to get you started! If you follow this guide and combine it with a good subject, you will see great results.","tags":["performance","developer-experience","devrel","media-production"],"url":"https://timbenniks.dev/videos/tim/060-rm_bameopiy","md":"https://timbenniks.dev/videos/tim/060-rm_bameopiy.md"},{"type":"video","id":"tim/061-db5jjbwg-zm","title":"Interview with Alex Shyba co-founder of Uniform","date":"2020-11-25","description":"In this video I interview Alex Shyba, co-founder of Uniform. At work (I'm web development director at a big agency), Alex did some consulting for us and we were always impressed by his skills and excellent manners.","tags":["composable-architecture","cms","api-design","personalization","frontend"],"url":"https://timbenniks.dev/videos/tim/061-db5jjbwg-zm","md":"https://timbenniks.dev/videos/tim/061-db5jjbwg-zm.md"},{"type":"video","id":"tim/062-iykkwy8k2d4","title":"How to reduce bundle sizes in Nuxt","date":"2020-11-18","description":"Everybody wants smaller JavaScript bundles. In this video Lucie Haberer and I explore a way to reduce bundle sizes in Nuxt. 1. We explore data abstraction and moving data mapping to a data layer that is only accessed by the asyncData or Fetch. 2.","tags":["composable-architecture","api-design","performance","cloud-infra","frontend"],"url":"https://timbenniks.dev/videos/tim/062-iykkwy8k2d4","md":"https://timbenniks.dev/videos/tim/062-iykkwy8k2d4.md"},{"type":"video","id":"tim/063-nr_aohhgl3s","title":"Interview with Evan You","date":"2020-11-10","description":"I had the privilege to interview Evan You, the creator of Vue.js. I collaborated with Passionate People, the organizers of the excellent Vue.js Global conference and together we came up with a round table discussion format. In this discussion I was joined by Marc Backes and Israel Roldán León.","tags":["composable-architecture","performance","frontend","product-strategy","devrel"],"url":"https://timbenniks.dev/videos/tim/063-nr_aohhgl3s","md":"https://timbenniks.dev/videos/tim/063-nr_aohhgl3s.md"},{"type":"video","id":"tim/064-oxjhew-10aq","title":"Easy dynamic routes in your Nuxt sitemap","date":"2020-11-08","description":"https://timbenniks.dev/writings/easy-dynamic-routes-in-your-nuxt-sitemap/ This is a cool way to add dynamic routes to your sitemap! I think this should be a part of the official Sitemap module. By default the Nuxt sitemap module does not support dynamic routes.","tags":["composable-architecture","cms","content-ops","performance","cloud-infra"],"url":"https://timbenniks.dev/videos/tim/064-oxjhew-10aq","md":"https://timbenniks.dev/videos/tim/064-oxjhew-10aq.md"},{"type":"video","id":"tim/065-zxz9mojtwh8","title":"Webpack 5 module federation and more","date":"2020-11-02","description":"In this video I take about 15 minutes to discuss the new features of Webpack 5. Webpack 5 is a big leap forward with its tree shaking and module federation. Good stuff! Cover Idea by https://twitter.com/arismarko.","tags":["composable-architecture","performance","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/tim/065-zxz9mojtwh8","md":"https://timbenniks.dev/videos/tim/065-zxz9mojtwh8.md"},{"type":"video","id":"tim/066-xiz2p0zlbd8","title":"DevRel Roundtable episode 1: Tessa Mero and Domitrius Clark","date":"2020-10-27","description":"Welcome to the first episode of the DevRel roundtable series where I invite developer relation people to a roundtable discussion to converse on whatever topics we feel are relevant. In this episode I invited two titans: Tessa Mero and Domitrius Clark from Cloudinary.","tags":["cloud-infra","frontend","developer-experience","product-strategy","devrel"],"url":"https://timbenniks.dev/videos/tim/066-xiz2p0zlbd8","md":"https://timbenniks.dev/videos/tim/066-xiz2p0zlbd8.md"},{"type":"video","id":"tim/067-v5aobiirud4","title":"Magical combination to build a modern website","date":"2020-10-20","description":"Yes, I did it again. I rebuilt my website! My website, https://timbenniks.dev, serves as my blog and a repository of my videos and speaking schedule. Though rich in content, the site is fast, accessible, and, most important, has a low carbon footprint.","tags":["composable-architecture","cms","api-design","performance","cloud-infra"],"url":"https://timbenniks.dev/videos/tim/067-v5aobiirud4","md":"https://timbenniks.dev/videos/tim/067-v5aobiirud4.md"},{"type":"video","id":"tim/068-jtghl7ggoas","title":"Hi! 👋 I'm Tim and I'm a content creator!","date":"2020-10-12","description":"Buy me a coffee here: https://www.buymeacoffee.com/timbenniks Want to know more? Go here https://timbenniks.dev/sponsor-me/ Hi! 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In this case it’s not just a matter of creating a Vue component as I also get images rendered in HTML from the Prismic Rich text field.","tags":["composable-architecture","cms","content-ops","performance","frontend"],"url":"https://timbenniks.dev/videos/tim/090-5jaypm6gx1o","md":"https://timbenniks.dev/videos/tim/090-5jaypm6gx1o.md"},{"type":"video","id":"tim/091-cf5_pit--ai","title":"An Interview with Jen Looper from Microsoft","date":"2020-05-13","description":"I had the privilege to interview Jen Looper. Jen is a cloud advocate lead at Microsoft, she is the founder of Front-end Foxes (previously Vue Vixens) and she is a seasoned speaker and developress.","tags":["cloud-infra","developer-experience","product-strategy","devrel","career"],"url":"https://timbenniks.dev/videos/tim/091-cf5_pit--ai","md":"https://timbenniks.dev/videos/tim/091-cf5_pit--ai.md"},{"type":"video","id":"tim/092-tqr2eo7tivc","title":"JAMstack with Prismic and Gridsome. 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I might do some collaborations with other musicians too!","tags":["content-ops","devrel","media-production"],"url":"https://timbenniks.dev/videos/tim/097-wlqlclwjorc","md":"https://timbenniks.dev/videos/tim/097-wlqlclwjorc.md"},{"type":"video","id":"tim/098-zzrqozpc068","title":"An interview with Tim Benniks from Valtech","date":"2020-04-08","description":"In this video I'm the interviewee for a change! 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What a guy.","tags":["frontend","developer-experience","devrel","career"],"url":"https://timbenniks.dev/videos/tim/106-lkiomruiaae","md":"https://timbenniks.dev/videos/tim/106-lkiomruiaae.md"},{"type":"video","id":"tim/107-azqrjdqa_d8","title":"Webpack basics and core concepts","date":"2020-02-06","description":"Ever wanted to know how Webpack works? This video explains its core concepts. I decided to do this because many people think Webpack is like a unicorn that uses rainbows and magic to do its job. But actually, Webpack is not that hard to understand once you have an overview of its feature set.","tags":["composable-architecture","performance","frontend","developer-experience"],"url":"https://timbenniks.dev/videos/tim/107-azqrjdqa_d8","md":"https://timbenniks.dev/videos/tim/107-azqrjdqa_d8.md"},{"type":"video","id":"tim/108-wexof1tfi04","title":"5 tips to become a better web developer.","date":"2020-01-29","description":"In this video I give you 5 tips you can apply to your daily work to a become a better developer. The tips are relatively easy to understand but take some effort to master. However, they can truly change your career! They sure changed mine for the better.","tags":["frontend","product-strategy","career"],"url":"https://timbenniks.dev/videos/tim/108-wexof1tfi04","md":"https://timbenniks.dev/videos/tim/108-wexof1tfi04.md"},{"type":"video","id":"tim/109-h7qmarrblw8","title":"An interview with Maya Shavin: When you have the force, nothing is impossible!","date":"2020-01-24","description":"In this video series I interview people that are amazing at their job in the tech industry. I try to find the tools and best practices they use to shine on conference stages, contribute to open source projects or when they deliver high quality work. 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Contact Tim on LinkedIn or use the press kit.","url":"https://timbenniks.dev/contact","md":"https://timbenniks.dev/contact.md"},{"type":"page","id":"privacy","title":"Privacy Policy: Tim Benniks (timbenniks.dev)","description":"Privacy policy for timbenniks.dev: what Tim Benniks collects, third-party services, agent-readable endpoints, and your rights.","url":"https://timbenniks.dev/privacy","md":"https://timbenniks.dev/privacy.md"},{"type":"page","id":"developers","title":"Tim Benniks Developer Resources: MCP, OpenAPI & Agent API","description":"Developer documentation for timbenniks.dev by Tim Benniks: MCP server at /.well-known/mcp, OpenAPI spec, WebMCP tools, content indexes, and markdown negotiation.","url":"https://timbenniks.dev/developers","md":"https://timbenniks.dev/developers.md"}]}