Full Stack Software, Design, Author, & SEOhttps://briantakita.mehttps://briantakita.me/posts/agent-runbooks-on-demand-procedural-contexthttps://briantakita.me/posts/agent-runbooks-on-demand-procedural-contextA convention for externalizing step-by-step procedures from CLAUDE.md and AGENTS.md into on-demand runbook files, saving context window tokens while keeping agent workflows discoverable.Fri Apr 03 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/agent-security-multiuser-lessonshttps://briantakita.me/posts/agent-security-multiuser-lessonsA single day with 11 parallel agent-doc sessions produced 532 git commits across bug fixes, correspondence, and feature development. The debugging session alone took 292 commits to untangle snapshot rollbacks, duplicate writes, and session lifecycle failures. Here's what dog-fooding an agentic tool teaches you about multi-user security and complex debugging.Wed Apr 01 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/existence-lang-pneuma-noumena-phenomenahttps://briantakita.me/posts/existence-lang-pneuma-noumena-phenomenaA deep dive into existence-lang ontology development — building a formal language for modeling reality in software systems. Explores pneuma, noumena, phenomena, universal applicability, precision as possibility space, and permaculture as systemic design.Sun Mar 29 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/agent-doc-ffi-plugin-socket-ipchttps://briantakita.me/posts/agent-doc-ffi-plugin-socket-ipcLive session replacing file-based IPC with cross-platform socket communication in agent-doc's FFI plugin backend — centralizing editor plugin logic in Rust rather than duplicating across JetBrains, VS Code, Vim, and Zed.Fri Mar 27 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/agent-doc-module-harness-ontologyhttps://briantakita.me/posts/agent-doc-module-harness-ontologyA live session exploring module-level harness context for agent-doc, back-testing concepts for evaluating harness effectiveness, agent teams vs organic architecture, and the first real usage of existence language to build a domain ontology — with the agent defining its own terminology.Tue Mar 24 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-ep2-snowball-bughttps://briantakita.me/posts/skill-to-binary-ep2-snowball-bugMoving boundary management into the binary reveals a cascading corruption bug. Conditional reinsertion causes each cycle to perpetuate a missing boundary. Also: AI agents as probabilistic algorithms and context window optimization.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-agent-doc-livehttps://briantakita.me/posts/skill-to-binary-agent-doc-liveA 7.5-hour live coding mini-series documenting the migration of agent-doc's boundary management from the Claude Code skill into deterministic binary/plugin code — and the cascade of bugs discovered along the way.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-ep5-preflighthttps://briantakita.me/posts/skill-to-binary-ep5-preflightYouTube comment automation research, designing the preflight command, fixing the IPC boundary reposition bug, and planning a browser extension for platform automation.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-ep3-ast-gpu-transcriptionhttps://briantakita.me/posts/skill-to-binary-ep3-ast-gpu-transcriptionReplacing regex with pulldown-cmark AST, debugging boundary markers across IPC paths, adding CUDA GPU transcription to corky, and designing the YouTube publishing pipeline.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-ep6-deterministic-primitiveshttps://briantakita.me/posts/skill-to-binary-ep6-deterministic-primitivesThe design principle that emerged: put deterministic operations in the binary, let agents handle probabilistic coordination. Session wrap-up and reflections on AI-assisted development velocity.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-ep1-crdt-orderinghttps://briantakita.me/posts/skill-to-binary-ep1-crdt-orderingCRDT merge preserves data but not semantic ordering. Debugging how user prompts end up below agent responses, discovering IPC caching as the root cause, and a philosophical detour about 'vibe coder' labels.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/skill-to-binary-ep4-ipc-timeouthttps://briantakita.me/posts/skill-to-binary-ep4-ipc-timeoutWhy does the boundary reposition time out? Debugging the IPC layer between agent-doc and the JetBrains plugin, CRDT vs semantic ordering, and the argument for file descriptors over polling.Mon Mar 23 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/agent-resume-job-search-workflowhttps://briantakita.me/posts/agent-resume-job-search-workflowA live coding session building agent-resume — a TOML-based system for generating tailored resumes for job applications, phone call transcriptions, and email correspondence using corky and agent-doc.Thu Mar 19 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/agent-doc-tmux-crdt-livehttps://briantakita.me/posts/agent-doc-tmux-crdt-liveA live coding session working on agent-doc, corky, and tmux-router — covering Google OAuth app verification, tmux pane proliferation debugging, CRDT document session management, and markdown AST parsing.Wed Mar 18 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/lazily-reactive-signalshttps://briantakita.me/posts/lazily-reactive-signalsIntroducing lazily — a multi-language reactive primitives library (Rust, Zig, Python) built on lazy invalidation. Deep dive into Context, Slot, Cell, and Signal abstractions, lazy vs eager reactivity, and how proper hydration (code and body) eliminates waste.Sun Mar 15 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/rappstack-live-sessionhttps://briantakita.me/posts/rappstack-live-sessionA live coding session migrating rappstack to CloudFlare Workers + Hono, debugging ESBuild plugins with Claude Code, and demonstrating sub-1KB reactive web apps with full hydration.Sat Mar 14 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/dogfooding-agent-doc-part2-bloghttps://briantakita.me/posts/dogfooding-agent-doc-part2-blogA live session walking through agent-doc's compaction workflow, showcasing rmemo — a 358-byte reactive JavaScript library, introducing tag-path semantic code search with TreeSitter, and shipping agent-doc v0.16.1. Reflections on vibe coding, race conditions, and why naming conventions matter.Fri Mar 13 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/dogfooding-agent-doc-part3-bloghttps://briantakita.me/posts/dogfooding-agent-doc-part3-blogBuilding developer tools live with AI — implementing YouTube's resumable upload protocol in Rust, writing 61 tmux-router tests, wiring JetBrains plugin IPC for real-time document patching, and reflections on chaos, consciousness, and vibe coding.Fri Mar 13 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/dogfooding-agent-doc-part1-bloghttps://briantakita.me/posts/dogfooding-agent-doc-part1-blogA 2-hour live session debugging CRDT merge bugs in agent-doc, a Rust CLI tool for structured AI conversations in markdown. Covers reactive stream architecture, Existence Lang ontology, and what vibe coding actually looks like.Thu Mar 12 2026 00:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/introducing-agent-dochttps://briantakita.me/posts/introducing-agent-docagent-doc turns markdown files into persistent, editable, version-controlled conversations with AI agents. No more ephemeral chat — your documents are the UI.Thu Mar 05 2026 14:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/signals-proposal-compared-to-rmemo-weak-refhttps://briantakita.me/posts/signals-proposal-compared-to-rmemo-weak-refWeakRef can simplify systems built using the Signals Proposal. By removing the need to unwatch live Signals. WeakRef is criticized for having extra memory allocations & being slow. This post shows benchmarks. Including the Signals Proposal polyfill & rmemo, a reactive library that uses WeakRef. Comparing performance, memory usage, & implementation. V8 & Javascript Core have different Garbage Collection behavior for WeakRef. This caused me confusion with my initial benchmarks which were only synchronous. Along with demonstrating the implementations. This post then highlights use cases where WeakRef can be used for simple & flexible reactive apis.Thu Jun 06 2024 06:56:43 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/squarespace-site-lighthouse-scoreshttps://briantakita.me/posts/squarespace-site-lighthouse-scoresLet's analyze the performance of some Squarespace sites. Along with the fastest WordPress & Shopify themes.Wed Mar 06 2024 01:41:02 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/tag-vector-interpreted-by-chat-gpthttps://briantakita.me/posts/tag-vector-interpreted-by-chat-gptAn experiment using Chat GPT 3.5 on a Tag Vector blog postSun Feb 18 2024 17:28:10 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/2023-12-04-introducing-rmemohttps://briantakita.me/posts/2023-12-04-introducing-rmemoIntroducing the rmemo reactive state management library.Mon Dec 04 2023 03:12:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/log-2023-11-06https://briantakita.me/posts/log-2023-11-06Data layer definitionsMon Nov 06 2023 14:43:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/log-2023-10-29https://briantakita.me/posts/log-2023-10-29CMS exploration: Strapi, GrapeJS, CodeMirror, Astrojs, Vite, Vercel, Fly.ioSun Oct 29 2023 08:31:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/tag-vector-1-tag-vector-conventionhttps://briantakita.me/posts/tag-vector-1-tag-vector-conventionA technical description of the Tag Name ConventionFri Oct 20 2023 05:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/tag-vector-0-introductionhttps://briantakita.me/posts/tag-vector-0-introductionTag Vector is a name system where tags connected as a vector form a name. Tag Vector can name variables, functions, components, network apis, low code apps, & prose.Fri Oct 20 2023 05:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/my-history-with-state-management-and-ctx-core-nanostoreshttps://briantakita.me/posts/my-history-with-state-management-and-ctx-core-nanostoresA brief account of my history with state management & the road to building ctx-core & adopting nanostoresTue Oct 17 2023 15:35:28 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/personal-site-written-with-astro-solidjs-ctx-core-nanostoreshttps://briantakita.me/posts/personal-site-written-with-astro-solidjs-ctx-core-nanostoresHow I built my new site, using Astrojs, Solidjs, ctx-core, Nanostores, Tailwind.Tue Oct 17 2023 15:35:28 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/multi-underscore-tag-naming-convention-analysishttps://briantakita.me/posts/multi-underscore-tag-naming-convention-analysisNaming Convention that utilizes underscores to articulate relationships to tags.Mon Apr 15 2019 20:20:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/log-2019-04-15https://briantakita.me/posts/log-2019-04-152019-04-15: Multi Underscore Tag Naming ConventionMon Apr 15 2019 12:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/log-2019-04-03https://briantakita.me/posts/log-2019-04-032019-04-03: Naming Conventions, Sveltejs, HolochainWed Apr 03 2019 12:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/naming-conventionshttps://briantakita.me/posts/naming-conventionsNaming Conventions to encode the meaning & context of abstractionsTue Feb 27 2018 20:30:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/sveltejs-from-pughttps://briantakita.me/posts/sveltejs-from-pugOn my current project, I will be migrating from Pug to Svelte. The key concepts are Server Side Rendering, Hydration, client/server architectural options.Sat Jul 22 2017 09:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/sveltejs-from-riotjshttps://briantakita.me/posts/sveltejs-from-riotjsCreating Web Components/Web Apps has never been more pleasurable. It's out with the old & in with the new. I converted my client's project to use Svelte JS from Riot JS. This post highlights some considerations why I chose Svelte & a sample web component using Svelte.Tue Jul 04 2017 00:30:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/when-we-become-a-muse-to-our-toolshttps://briantakita.me/posts/when-we-become-a-muse-to-our-toolsWhat happens when we become a muse to our tools?Sun Jun 11 2017 11:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/monorepo-static-sites-using-sveltejs-rollup-bashhttps://briantakita.me/posts/monorepo-static-sites-using-sveltejs-rollup-bashBuilding my old site briantakita.com using sveltejs, rollupjs, ctx-core, bashWed Jun 07 2017 05:30:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/github-pages-custom-dns-gotchahttps://briantakita.me/posts/github-pages-custom-dns-gotchaFixing a DNS-related 404 error with Github Pages.Mon Sep 05 2016 07:53:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/monorepo-musings-with-ctx-corehttps://briantakita.me/posts/monorepo-musings-with-ctx-coreMonorepos Create a Holistic Way to Develop Domains & PlatformsThu Feb 25 2016 11:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/feeling-abstractionhttps://briantakita.me/posts/feeling-abstractionReductionist mechanisms in Physical Existence are Energy & Energy Transfer. We are all physically made of Energy. Feeling an abstract notion such as Energy Transfer may seem tricky; however, it's simply connection. A trick to feeling abstract terms is connect to something more familiar, such as a physical sensation.Sun Jan 18 2015 04:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/everything-existshttps://briantakita.me/posts/everything-existsDoes God exist? Surely, Santa Claus & Unicorns do not exist. Yet we are talking about them. If they don't exist, why & how am I talking about them? Santa Claus & Unicorns do exist, as fictional characters; more on God later. Everything Exists. The concept conceptually exists. It may also physically exist; like the men who name themselves Santa Claus.Sat Jan 03 2015 11:45:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/why-say-history-when-you-can-say-storyhttps://briantakita.me/posts/why-say-history-when-you-can-say-storyIn culture, we are taught to distinguish history & story as two separate concepts. Some (falsely) think of history being a masculine version of story (his story). However, history & story can be used interchangeably. Here's why.Fri Dec 19 2014 05:50:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/magic-connections-with-the-philosophy-of-languagehttps://briantakita.me/posts/magic-connections-with-the-philosophy-of-languageMagic exists! Well, if you have listened to me lately, you will hear that everything exists (including fiction). When everything exists, we can recapture the entirety of language from those who impose restrictions on Existence. We have all heard "that does not exist". We can now say, "that" does exist & "that" is a useful concept.Wed Dec 10 2014 07:15:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/philosophy-existence-is-god-god-existshttps://briantakita.me/posts/philosophy-existence-is-god-god-existsI’m happy to utilize, and prove, God’s existence. Since Existence is God and Existence, well exists, God Exists in this Philosophy. It’s about how God & Existence is defined.Wed Dec 03 2014 12:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/automated-black-box-testinghttps://briantakita.me/posts/automated-black-box-testingMy journey to preferring automated black box testing over white box testing.Sun Sep 15 2013 02:31:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/jasmine-flow-fast-and-thourough-testinghttps://briantakita.me/posts/jasmine-flow-fast-and-thourough-testingFlow testing in Jasmine with Jasmine Flow.Sat Sep 14 2013 02:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/re-doing-good-in-the-addiction-economyhttps://briantakita.me/posts/re-doing-good-in-the-addiction-economyInteresting but long-winded post, IMO. But then, maybe my impatience toward long posts is telling in the short term rewards culture we live in. Of course, time is valuable, and trying to get to the core concept of some the writing is often the goal. We don’t seem to savor the journey as much, or the journey has changed to be our lives toward success…Sun Sep 08 2013 18:13:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/fractal-therapyhttps://briantakita.me/posts/fractal-therapyWho knew that Fractal Zoom videos can be therapeutic?Sat Sep 07 2013 10:13:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/backbone-signal-practical-reactive-programming-javascripthttps://briantakita.me/posts/backbone-signal-practical-reactive-programming-javascriptIntroducing backbone-signal, which adds Signals to Backbonejs.Sat Sep 07 2013 05:16:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/no-privacy-control-your-internet-facehttps://briantakita.me/posts/no-privacy-control-your-internet-faceWith all the revelations over how the NSA is snooping over your personal communications, companies storing and controlling your data, encryption backdoors and the fact that it's always crackable, one thing is becoming clear.Sat Sep 07 2013 04:39:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/diy-seo-brandyourselfhttps://briantakita.me/posts/diy-seo-brandyourselfPersonal SEO branding with brandyourself.com.Thu Sep 05 2013 05:07:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/javascript-design-idiom-build-wide-not-deephttps://briantakita.me/posts/javascript-design-idiom-build-wide-not-deepProviding a rich user experience calls for good client side software. Javascript is a powerful language to provide the needed functionality. Like any other tool it has it’s strengths and weaknesses. Successful design in Javascript favors composition, loose coupling, and separation of concerns more so than in most other languages. To see why, let’s look at some properties of Javascript.Mon Mar 08 2010 12:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/to-pair-or-not-to-pairhttps://briantakita.me/posts/to-pair-or-not-to-pairHere at Honk, we have been transitioning away from pair programming. I do not think that this necessarily reflects badly on pair programming. We still do some pair programming. However, our current circumstances steered us away from pair programming being our primary development practice.Sun Jan 31 2010 12:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/rr-0-6-0-releasedhttps://briantakita.me/posts/rr-0-6-0-releasedRR version 0.6.0 is releasedMon Oct 13 2008 12:00:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/introducing-rrhttps://briantakita.me/posts/introducing-rrIntroducing RR (Double Ruby) library for testingTue Jan 01 2008 05:30:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/build-your-own-rails-plugin-platform-with-deserthttps://briantakita.me/posts/build-your-own-rails-plugin-platform-with-desertCreate plugins-based platforms for Rails using DesertTue Jan 01 2008 05:30:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/sake-gem-downloads-listhttps://briantakita.me/posts/sake-gem-downloads-listUse the ruby sake tool to list the total downloads of ruby gemsThu Oct 18 2007 02:16:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/cacheable-flash-0-1-4-test-helpershttps://briantakita.me/posts/cacheable-flash-0-1-4-test-helpersCacheable Flash testingMon Oct 08 2007 04:45:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/cacheable-flashhttps://briantakita.me/posts/cacheable-flashIntroducing Cacheable Flash. Send dynamic data over the Rails Flash cookie. Works with Page Caching.Mon Oct 08 2007 04:45:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/redefining-constantshttps://briantakita.me/posts/redefining-constantsRedefining constants in RubyTue Apr 17 2007 12:54:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/generic-query-analyzer-0-2-1-releasedhttps://briantakita.me/posts/generic-query-analyzer-0-2-1-releasedFollow release of the Generic Query Analyzer. An icon was added & a little-used dll was removed.Fri Nov 05 2004 07:54:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/generic-query-analyzer-0-1-1-releasedhttps://briantakita.me/posts/generic-query-analyzer-0-1-1-releasedI developed a Query Analyzer that can Query any database that has an OleDb adapter. This means you can query an Excel spreadsheet or Access database.Thu Nov 04 2004 07:15:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/keeping-in-control-of-eventshttps://briantakita.me/posts/keeping-in-control-of-eventsAt work, I'm having an issue with losing control over events in my code. One big issue I'm having is recursion in the `DataRow.RowChanged` event.Thu Sep 23 2004 10:27:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/the-third-sectorhttps://briantakita.me/posts/the-third-sectorJeremy Rifkin wrote a book about how the private and public sector is unable to support productivity growth caused by technology. There is an abundance of unskilled and semiskilled laborers who find that their jobs are made redundant by advances in machinery and general productivity. There are not enough service and "silicon collared" jobs being created to balance the regular loss of jobs in the manufacturing and farming sector.Tue Sep 21 2004 12:32:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/deploy-any-file-type-using-whidbey-click-oncehttps://briantakita.me/posts/deploy-any-file-type-using-whidbey-click-onceClickOnce can be used to not only deploy .NET applications, but also to deploy files. Yesterday, I deployed an Access adp application to our organization.Sun Sep 19 2004 03:21:00 GMT+0000 (Coordinated Universal Time)https://briantakita.me/posts/subversion-source-controlhttps://briantakita.me/posts/subversion-source-controlI really like Subversion because is it is fast, lightweight, and, when coupled with Tortoise, easy to use, administer, and set up.Sat Sep 18 2004 21:31:00 GMT+0000 (Coordinated Universal Time)