https://quirq.ai/ Long-form research on agentic systems and the measurement of work. en https://quirq.ai/what-each-file-wants/ https://quirq.ai/what-each-file-wants/ Fri, 09 Oct 2026 00:00:00 GMT No best compressor, only the right match. A measured field guide to compressing JSON, small messages, config files, logs, tables, images, audio and video in October 2026 — which codec, which level or quality, when a format beats a compressor, and when to leave a file alone. https://quirq.ai/what-compression-keeps/ https://quirq.ai/what-compression-keeps/ Fri, 09 Oct 2026 00:00:00 GMT Compression keeps all the information in fewer bits; compaction keeps only the present. A long explainer of both — entropy, coders, the 2026 codecs, prediction, lossy coding, HTTP and attacks, then LSM trees, Kafka, VACUUM, GC, git gc and agent context compaction — measured and compared side by side. https://quirq.ai/what-the-parser-hears/ https://quirq.ai/what-the-parser-hears/ Fri, 09 Oct 2026 00:00:00 GMT A configuration file has two readers. A field guide to JSON, YAML and TOML as configuration formats in October 2026 — their specs, every pitfall that still bites, what 34 real parsers hear for the same 71 inputs, and a practice for choosing and guarding a config format. https://quirq.ai/turborepo-vs-nx/ https://quirq.ai/turborepo-vs-nx/ Fri, 02 Oct 2026 00:00:00 GMT Both now call themselves the build system for coding agents. A sourced comparison of Turborepo 2.11 and Nx 23.2 — graph models, cache keys, remote caching, distributed CI, polyglot support, governance, agent features, pricing and supply-chain history — with a benchmark of both on one workspace. https://quirq.ai/where-the-json-lives/ https://quirq.ai/where-the-json-lives/ Thu, 01 Oct 2026 00:00:00 GMT Relational versus non-relational is the wrong first question. A field guide to both families, the 2024–2026 licence ledger, best practices that survive production, and a measured answer to where JSON that is loaded and stored all day should live — built from free, open-source parts. https://quirq.ai/page-registries/ https://quirq.ai/page-registries/ Mon, 28 Sep 2026 00:00:00 GMT A page registry is a table: a shape name in your data on the left, the code allowed to draw it on the right. The three shapes a page can have, six ways to build the lookup, what one entry must carry, where to validate, how to version against two deploy clocks — and where MagicPath fits, with an honest ledger. https://quirq.ai/game-timers/ https://quirq.ai/game-timers/ Mon, 28 Sep 2026 00:00:00 GMT A build timer is one integer on one row. It is also the cheapest server design for a game with a hundred million players, and the mechanism that decides when you next open the app. How the two halves are the same object — and where that stops being a fair trade. https://quirq.ai/markov-processes/ https://quirq.ai/markov-processes/ Mon, 28 Sep 2026 00:00:00 GMT A Markov process is a bet: that you can choose a description of "now" so complete that the past adds nothing. What that bet buys, and where computer science cashes it — PageRank, MCMC, Viterbi, Kalman, MDPs, branch predictors, queueing, and the state-size fight between attention and state-space models. https://quirq.ai/codex-session/ https://quirq.ai/codex-session/ Fri, 25 Sep 2026 00:00:00 GMT What a Codex session contains, how it runs, where it persists, and how to control it: threads, turns, items, projects, commands, permissions, forks, SDKs, and background execution. A versioned anatomy for designing an operating system that can route work into Space and other products. https://quirq.ai/claude-code-session/ https://quirq.ai/claude-code-session/ Thu, 24 Sep 2026 00:00:00 GMT What a Claude Code session is made of, read from the 2.1.280 binary and measured on one machine: four identities, nine boot steps, the transcript graph, 120 options, the state file every process rewrites, 66 control requests, seven doors, and the friction map for building an OS around it. https://quirq.ai/chromium/blink/ https://quirq.ai/chromium/blink/ Wed, 23 Sep 2026 00:00:00 GMT Chromium's rendering engine read end to end at commit f288fed6 (Chrome 156.0.8067.0): the tree and its DEPS-enforced layering, the process and thread model, the RenderingNG pipeline, Oilpan on cppgc, Web IDL bindings, runtime-enabled features and web tests. https://quirq.ai/chromium/deps-and-goma/ https://quirq.ai/chromium/deps-and-goma/ Wed, 23 Sep 2026 00:00:00 GMT A teardown of Chromium's dependency machine: depot_tools, the DEPS grammar, gclient sync step by step, submodules, autorollers, toolchain pinning — and goma, reclient and Siso. https://quirq.ai/chromium/ci-cd-and-releases/ https://quirq.ai/chromium/ci-cd-and-releases/ Wed, 23 Sep 2026 00:00:00 GMT A teardown of Chromium's CI/CD: the LUCI stack, infra/config Starlark and the generated cfgs, tests on bots, bot_update, the commit queue, tree closers and gardeners, the two-week release cycle and the release scripts. https://quirq.ai/liveblocks-for-xo-space/ https://quirq.ai/liveblocks-for-xo-space/ Fri, 18 Sep 2026 00:00:00 GMT What Liveblocks is, where a room-per-project would sit inside xo-space, whether it installs inside the container (the SDKs do, the room server does not), and what autonomous building and sharing of a Space would actually mean — with a bounded pilot. https://quirq.ai/hardest-problems/ https://quirq.ai/hardest-problems/ Fri, 21 Aug 2026 00:00:00 GMT Ten problems, ranked by how much of mathematics moves when they move — what each claims, what is actually proved as of August 2026, where mathematics is genuinely NP-hard or undecidable, how many kinds of infinity there are, and a dated forecast of which problems fall by 2050. https://quirq.ai/xo-space-architecture/ https://quirq.ai/xo-space-architecture/ Sun, 16 Aug 2026 00:00:00 GMT The implementation reference for xo-space: install and run, the xo-project folder contract, and the full data model — every entity collected, what bounds each file, and where the plane duplicates itself. https://quirq.ai/j-space/ https://quirq.ai/j-space/ Sat, 01 Aug 2026 00:00:00 GMT What the Jacobian Lens is, why averaging is the whole trick, and exactly how to build a J-space — compute routes, sparse decomposition, read and write operations, and a validation protocol. https://quirq.ai/chromium/sea-of-nodes-paper/ https://quirq.ai/chromium/sea-of-nodes-paper/ Sat, 01 Aug 2026 00:00:00 GMT A close reading of Click and Paleczny's 1995 paper, the origin of the Sea of Nodes — every figure redrawn — and the general recipe inside it for representing any process over any data. https://quirq.ai/chromium/sea-of-nodes/ https://quirq.ai/chromium/sea-of-nodes/ Sat, 01 Aug 2026 00:00:00 GMT A plain-language explanation of the program representation behind V8's TurboFan: three kinds of edges, why pure instructions float, how the graph becomes a program again, and why V8 left it. https://quirq.ai/xo-space/ https://quirq.ai/xo-space/ Fri, 31 Jul 2026 00:00:00 GMT A teardown of xo-space, the local control plane for AI coding agents: one capability seam, agents declared as data, four transports under one streaming contract, and a session index that holds no messages. https://quirq.ai/personal-memory-engine/ https://quirq.ai/personal-memory-engine/ Fri, 31 Jul 2026 00:00:00 GMT A component-by-component teardown of iai-pme, a fully local memory engine for coding agents: fail-safe capture hooks, an encrypted verbatim store, a vector index that isn't HNSW, and nightly consolidation. https://quirq.ai/what-is-quirq/ https://quirq.ai/what-is-quirq/ Fri, 31 Jul 2026 00:00:00 GMT A prompt asks for an action. A unit of work owns an outcome from definition through verification. The quirq is the proposed unit for measuring that verified work. https://quirq.ai/whitepaper/ https://quirq.ai/whitepaper/ Fri, 31 Jul 2026 00:00:00 GMT The token meters what AI consumes. The quirq is proposed as the output meter: budgeted by an owner, minted by verification, costed all-in, read as a trajectory.