Builder of useful things · LEArNING in rePUBLIC
2015 orchestration boxes → 2026 agent stacks · one person, live proof
Stockholm · C · Python · TypeScript · Rust · EEaaS lineage
story now featured cooking pocs long arc more
Important
One person. This stack does not recur.
- MVU in C — elomaxz
- Desktop agent reactor — kanithanj.ai
- Arch Linux + Tamil tinai + circadian — arch-machine
- Tamil poetic metre → WASM — thepulimaangani
IEEE CloudCom 2015 · Wiley 2017. Same five boxes, new clothes — not big-lab internals · /essays
Six rows — phone → agent (text map)
| 2015 box | On the phone | 2026 clothes |
|---|---|---|
| Orchestrator | Profile → predict → act under cost | Agent harness, graph runtime, permission tethers |
| Temporal–spatial | Time + place change policy | Region, on-device vs cloud — time and place decide spend |
| Knowledge graph | Organize logs for cheaper next decision | Vector memory — embeddings / retrieval, not a property graph |
| Control box | Actuator: radio, cap sensors | Guards: allowlists, rate limits, pause-on-cost |
| Wisdom box | KEI — when a signal earns an act | Router + eval: model choice, escalation, memory |
| KEI | Few cheap signals; no raw telemetry stream | KDI: outcomes, corrections, confidence |
Note
I do not claim I designed GPT or Grok — these five boxes keep reappearing. Grok Build tweaks: slight token/$ wins; full eval paused on quota. Target: quality per token per watt. intelli-arch-designs · @thecuriousts
Three clicks — eight more in Featured.
- kanithanj.ai — installable agent reactor; guards before you step in · releases
- devprofile — live CV · /qa · /essays · production /qa is xAI Collections + Grok; local Ollama instead of Grok is slow
- thepulimaangani — Tamil prosody in Rust → WASM; ML frozen before classical rules · live
A signal earns a move — git dates, not memory:
- 2014–15 — Sorkalam in the toolbar while writing EEaaS
- Sep 2024 — ama-about-me — before Oneflow ended
- Oct–Nov 2024 — latex-cv → adaptate on npm
- Dec 2024 — Oneflow closed. The chain did not start there.
- 2025 — selfie sign-in · Ask Grok · devprofile (Sep)
- Jan–Mar 2026 — v0-live-feed · agenc-protocol (fork — not my protocol)
Then months of parent duty, then the 2026 instances below.
Three open — rest folded. Same three as running now.
thepulimaangani · TS · Rust · WASM · Live
ML beliefs frozen before classical sketches (metre pattern cards locked 2026-07-27). Each parse → 51-number vector (counts and linkage histograms — no raw text). Classical is a soft dual-truth path: it never subtracts from hybrid scores and is not a calibrated %. Issue #36 also ships an 8-cell cir × acai தளை table. WASM predicts metre on every parse. Soft sketches, not full classical proof.
kanithanj.ai · TS · Rust
Installable Linux agent + Heading screen (next act, not a hunt board). Guards on fit, cost, rate, CV promote. Apply CV is overlay only; master résumé is never written. Sweden ads load JobTech JSON, not cookie-wall HTML. xAI is Evaluate/Prepare only; the key never rides the Tauri wire. Releases.
Elm MVU in C11: a tagged message in; a pure update returns new state plus commands; the shell runs effects. premflow pulls this library (FetchContent) and runs that loop every day: notes, wins, TTY pomo.
Eight more of that machine
sorkalam-extension · JS · 2014→2026
Built in a hurry. Used for the thesis. Highlight → meaning in the popup → pick a better word without leaving Energy Efficiency as an Orchestration Service. Wiktionary and Tamil Virtual University stay in the popup. Grok and Grokipedia open in a new tab — no host_permissions for grok.com — so the extension does not pay model API bills. Manifest V3. Not on the Chrome Web Store yet.
arch-machine · Shell · Python · Rust
archy steers. Shell does the work. No pacman-in-Rust. Jobs are offline (no heartbeats); the NEXT bar names the next act. groxy notifies on X or serves ACP. Phone DMs do not pick which Grok window. keeper is any 2 of 3 (passphrase, offline escrow, this device). It holds MFA packs and passwords; shelves by category come later. eye-comfort: Tamil tinai and the நாழிகை (standalone; not in install profiles). Thin install does not put archy on PATH yet. After Omarchy resets the bar, personal-tweaks put the Heading chip back.
shellyxz.sh · Shell
Kernel versus plugin on zsh, bash, and fish. Kernel must boot without tmux and must not hardcode grok or Cursor. Plugin ab / av / at need $TMUX. Ontology graph so agents stop moving files across the kernel boundary. A bad rc can brick new terminals; recover with bash --norc / recover-shell.sh.
One optional Zod schema. Each API consumer names which fields it requires at run time. OpenAPI $ref in, Zod out. Multi-tenant APIs where a static required: list dies.
Scars, not best-practices. Formal-first SKILL.md; English references/ expand only if still stuck. EVA emptiness = a prior when the map is missing (do not pretend you already know). Distill leftovers were archived — high-recall tool sequences, not scars. Cognitive-load dual track: a human’s working memory versus an agent’s parallel tools.
Harvest Cursor + Grok Build + Kilo + Cline on disk. Raw transcripts, harness dumps, and agent dotfiles stay local. Only the distill step talks to a language model — and only tidied, extracted turns, not the bulk session. Rhai scores and composes; it never calls a model. No bundled dataset. Review drafts before promote.
prototype-it-to-explain-itself · Python · Live
One Predictor contract (prompt → text). ReAct, memory, and eval never touch TinyLSTM. Playground backends are tiny-lstm plus stubs; from_ollama is a comment. Typed workflow is Python (the ideal is Rust). Tiny story-overfit model, so success rates stay low.
devprofile · TS · Live · /qa
Live /qa is xAI Collections + Grok. Local Ollama instead of Grok is slow. Local qa-index.json is the fallback. No Pinecone. /essays.
- ensembly — Game of Peram: HOOTL kernel; you keep authorization. life-os is memory; this is the running clone.
- life-os — notes vault; process-safety rule (no live hiring IDs on git). Runtime is ensembly.
- plugins — Grok marketplace · mission-map: PERT-style C estimates + Rust heading diagram; nightly rewrite.
- premflow — notes, wins, terminal pomodoro on elomaxz. I live in it.
- Ask Grok — 2025 cousin of Sorkalam: page-context Grok; key stays local.
- v0-live-feed — X “For You” as flow, not chrome clone · repo
- selfie sign-in — enroll → train → login · repo
- OCI tracker — personal OCI application guide covering apostille, online application, documents, and FRRO. Built on v0.app for personal use · v0 chat · repo (private)
If you are commercializing OCI, local assets, or finance with government digital services and APIs, I can spare a few hours to contribute and coach. Prefer people in their 20s trying to make one stop that works from anywhere.
The diagram above is the claim. This is evidence and honest limits.
When the calendar slips, ship more than was asked — not a thin late apology. Diagrams: /essays. Small token/$ wins after Grok Build tweaks; quality/perf eval paused on quota. Fleet learning is the provider’s job. intelli-arch-designs.
Thesis & papers · 2015–2017
- Thesis PDF — hosted full text · devprofile#32
- Uppsala DiVA — record · FULLTEXT01 (often blocked off-campus)
- IEEE CloudCom 2015 — EEaaS paper
- Wiley 2017 — profiling paper
- On X — long arc post · /essays write-up
Prefer hosted PDF when DiVA fails.
Course craft · 2011
- Report PDF — ML face-recognition (2011)
- On X — delayed work, shipped more
Uppsala ML course — assignment ran late; extended into real implementation (finished solo). Same muscle as today.
I write when the stake is real — long-form on X, not take-farming. Rust from First Principles is a companion, not a tutorial dump.
npm since 2017: adaptate (2024) · @p10ns11y/hy (2021) · react-redux-quest (2018) · babel-plugin-react-intl-messages-generator (2017). ~p10ns11y
Open source — landed in other people’s trees
- Zod nullish chaining — PR #1702 (2022)
- react-intl — babel-plugin-react-intl-messages-generator (2017)
- Kent C. Dodds — bookshelf #116 · #184 · testing-react-apps #39 · #42
- React Boilerplate — PR #1355 (merged 2016) · #1364 · #1167
Archive — I was already public before it was a brand
Uppsala years: room to wander. Pro years: low time budget, honest stubs — not a victory lap.
Surfaces · samples · stubs
- சிரவை பெரமு — Uppsala · ~2012–2021 · Tamil poetry & language craft · அகலா விளக்கு · அவனும் அவளும் · அடடே அன்பு மழை · பணியிடை பனிநடை
- Prem Sathya’s Tea Stall — Uppsala · 2011–2013 · English essays · Fourier as warrior · Vedic binary mult · constraint programming · ergonomics / RSI
- On The Way — Uppsala · 2011 · Photo stops · Autumn in Uppsala · Sunnersta Lake · Mannargudi Temple
- peramsathyam.fly.dev — Pro life · low bandwidth · personal site, craft + Tamil poems
- kingsparrow.space — Pro life · low bandwidth · sparse tech notes (domain may be reused later)
“He doesn’t need to predict the future. He’s been quietly preparing for it since 2016.”
If this still looks like everyone else — you skimmed.