{
  "generated_at": "2026-10-13T09:42:07Z",
  "repo": "just3ws/dehum",
  "branch": "main",
  "metadata": {
    "id": 1414895764,
    "name": "dehum",
    "full_name": "just3ws/dehum",
    "description": "High-voltage EMI audio dehum, corona de-crackle, and clock-drift forensic restoration engine. An open experiment in Chicago Software Craftsmanship vs. AI hallucination traps.",
    "html_url": "https://github.com/just3ws/dehum",
    "homepage": "https://www.just3ws.com/ai/2026/10/12/under-the-high-tension-wires-building-deterministic-tools-from-nondeterministic-systems/",
    "created_at": "2026-10-12T00:42:55Z",
    "updated_at": "2026-10-13T09:38:40Z",
    "pushed_at": "2026-10-13T09:38:35Z",
    "topics": [
      "audio-restoration",
      "chicago-craftsmanship",
      "dsp",
      "ffmpeg",
      "forensics",
      "gemini",
      "llm-evaluation",
      "software-craftsmanship"
    ],
    "default_branch": "main",
    "open_issues_count": 4,
    "visibility": "public"
  },
  "commits": [
    {
      "hash": "26e62561e3750992206bef9649367afcb2b88535",
      "short_hash": "26e6256",
      "author": "Mike Hall",
      "date": "2026-10-13T04:38:32-05:00",
      "message": "feat(pages): build comprehensive GitHub Pages site with telemetry, structure, and GoatCounter analytics"
    },
    {
      "hash": "179fe1120ba2b107155e862c9469e8b4a35f92ac",
      "short_hash": "179fe11",
      "author": "Mike Hall",
      "date": "2026-10-12T19:01:26-05:00",
      "message": "docs(runbook): anchor Segment 5 teleprompter in the Hallucinations series theme"
    },
    {
      "hash": "980c5ab173b1b062d873e273ec004372cae36b66",
      "short_hash": "980c5ab",
      "author": "Mike Hall",
      "date": "2026-10-12T18:58:32-05:00",
      "message": "feat(quality): enforce /usr/bin/env bash, set -euo pipefail, and shellcheck static analysis gate"
    },
    {
      "hash": "69cf1fdfa66195b3a6d0acdb892c866121c6d4ee",
      "short_hash": "69cf1fd",
      "author": "Mike Hall",
      "date": "2026-10-12T18:50:37-05:00",
      "message": "docs(runbook): add Segment 5 'Wait! Don'\\''t go! Just... trust me bro' and Homer Simpson Car Problem"
    },
    {
      "hash": "f8976fefebc4be0a7f0781644b02c186dc9a3d57",
      "short_hash": "f8976fe",
      "author": "Mike Hall",
      "date": "2026-10-12T18:46:47-05:00",
      "message": "docs(runbook): ground Segment 1 monologue in Google Chrome origin, dual-mic discovery, and weirdness trajectory"
    },
    {
      "hash": "5dc1539607f0e56b29f87dcda6b56b22ee335df9",
      "short_hash": "5dc1539",
      "author": "Mike Hall",
      "date": "2026-10-12T18:42:55-05:00",
      "message": "docs(runbook): add Segment 5 teleprompter cue for the Zarathustra Inversion (mountain, eagle, snake)"
    },
    {
      "hash": "46285727ff620d3ec8298038de351c1c3c8efe73",
      "short_hash": "4628572",
      "author": "Mike Hall",
      "date": "2026-10-12T18:33:11-05:00",
      "message": "feat(gates): add Markdown header structure and deep-link audit gate"
    },
    {
      "hash": "510e135ab06f2741ed11e2d296ff9e62ec71b752",
      "short_hash": "510e135",
      "author": "Mike Hall",
      "date": "2026-10-12T18:24:58-05:00",
      "message": "docs: defang satirical domain reference to prevent cybersquatting"
    },
    {
      "hash": "27b5e95090699e028c1368bca9ec3721d4919011",
      "short_hash": "27b5e95",
      "author": "Mike Hall",
      "date": "2026-10-12T18:19:41-05:00",
      "message": "docs(viz): add comprehensive 10-panel Forensic Telemetry & Acoustic Verification Mega Dashboard"
    },
    {
      "hash": "622071cfd93e36a60b0e138d6bc8d860f4265dfd",
      "short_hash": "622071c",
      "author": "Mike Hall",
      "date": "2026-10-12T18:18:10-05:00",
      "message": "docs(academic): ratify official PVL Institute Curriculum Specification and Board Exam requirements (PVL-SPEC-2026-CURR-01)"
    },
    {
      "hash": "f6b2532070081b63ab4d8b77ae141f0593c1d25c",
      "short_hash": "f6b2532",
      "author": "Mike Hall",
      "date": "2026-10-12T18:17:13-05:00",
      "message": "docs(dsp): add comparative time-domain waveform and FFT power spectrum visualization"
    },
    {
      "hash": "dbc22ac3223784b209de645b41b93f3b653f9850",
      "short_hash": "dbc22ac",
      "author": "Mike Hall",
      "date": "2026-10-12T18:15:37-05:00",
      "message": "docs: formalize 15-year multidisciplinary living syllabus, failure tree, and epistemic risk matrix"
    },
    {
      "hash": "ba94569e6338c3cb2bef78e711f4d3230c81c352",
      "short_hash": "ba94569",
      "author": "Mike Hall",
      "date": "2026-10-12T18:12:22-05:00",
      "message": "docs(obs): add 'Over-engineering is the new hotness' reflection to teleprompter runbook"
    },
    {
      "hash": "70d796b7276b902bab133a10821bb7dd0516128e",
      "short_hash": "70d796b",
      "author": "Mike Hall",
      "date": "2026-10-12T18:07:25-05:00",
      "message": "docs: add Trillion-Dollar Syndication Launchpad with drop-in distribution copy for Hacker News, Reddit, and X"
    },
    {
      "hash": "5e3d832d5464eac9b69f78c281ed32490387b66b",
      "short_hash": "5e3d832",
      "author": "Mike Hall",
      "date": "2026-10-12T17:38:54-05:00",
      "message": "docs: synchronize YouTube community post text with epistemic warning, Sienna Bugatti, Rust rejection, and 'And yet it is real' paradox"
    },
    {
      "hash": "fdc6438cbd9790751eaf57bee78693724575fe9a",
      "short_hash": "fdc6438",
      "author": "Mike Hall",
      "date": "2026-10-12T17:32:31-05:00",
      "message": "docs(wiki): add YAML frontmatter with OKF Open Definition 2.1 conformance and sidebar navigation"
    },
    {
      "hash": "0ebaab317e4f15cfae7c8c8afe4bc244f7bb5203",
      "short_hash": "0ebaab3",
      "author": "Mike Hall",
      "date": "2026-10-12T17:29:38-05:00",
      "message": "feat(backlog): integrate Backlog.md with GitHub Issues backing storage and seed world-peace tasks"
    },
    {
      "hash": "c89622b90488f7cc949b33d2b53d69ded8cb4ce6",
      "short_hash": "c89622b",
      "author": "Mike Hall",
      "date": "2026-10-12T17:24:31-05:00",
      "message": "docs: add Rust rejection and SO MANY FILES! reflection to README and Wiki Home alert"
    },
    {
      "hash": "015895f1fc8a3b805e3e13fde2be106432aefddb",
      "short_hash": "015895f",
      "author": "Mike Hall",
      "date": "2026-10-12T17:22:34-05:00",
      "message": "docs: make epistemic warning and 'And yet it is real' paradox prominent across README, Wiki, and Audit"
    },
    {
      "hash": "20e52370cd0e77dfe8f2db1205e76c527783599d",
      "short_hash": "20e5237",
      "author": "Mike Hall",
      "date": "2026-10-12T17:20:16-05:00",
      "message": "docs(obs): add 'And yet it is real' paradox resolution to teleprompter runbook"
    },
    {
      "hash": "7c20af6784659f0b338c0b893b1b01c4defd6a96",
      "short_hash": "7c20af6",
      "author": "Mike Hall",
      "date": "2026-10-12T17:19:41-05:00",
      "message": "docs: add explicit epistemic warning on unverified AI claims and building what we cannot understand"
    },
    {
      "hash": "4f0cbfa4c301bb7873cd39b05d6972d941191b99",
      "short_hash": "4f0cbfa",
      "author": "Mike Hall",
      "date": "2026-10-12T17:09:47-05:00",
      "message": "docs(obs): add the gold 2013 Toyota Sienna Bugatti metaphor to teleprompter runbook"
    },
    {
      "hash": "31231bdd9aed19b986d9ff64eba46ef5acd9b15c",
      "short_hash": "31231bd",
      "author": "Mike Hall",
      "date": "2026-10-12T17:09:10-05:00",
      "message": "docs(obs): add VC pitch satire and Dehum.ai enterprise grift to outro script"
    },
    {
      "hash": "29b66530ad7d4a7dbe9511927a5f9d8305eed4e6",
      "short_hash": "29b6653",
      "author": "Mike Hall",
      "date": "2026-10-12T17:08:34-05:00",
      "message": "docs: add release v1.0.0 status badge to header"
    },
    {
      "hash": "dd3fa31ce60c7eb25b4930fb5f3b6956f216e246",
      "short_hash": "dd3fa31",
      "author": "Mike Hall",
      "date": "2026-10-12T17:07:02-05:00",
      "message": "ci: add automated sovereign test harness and wire to GitHub Actions"
    },
    {
      "hash": "8e3cd7c9d79e4708a3b34d12cd09c6137cbe9375",
      "short_hash": "8e3cd7c",
      "author": "Mike Hall",
      "date": "2026-10-12T17:06:02-05:00",
      "message": "feat(community): add full GitHub community governance suite (PR template, feature template, Code of Conduct, Contributing, Security, and sync_wiki script)"
    },
    {
      "hash": "958b6255130a5a9bfaac0ac8b3608c9b727a3f89",
      "short_hash": "958b625",
      "author": "Mike Hall",
      "date": "2026-10-12T17:02:56-05:00",
      "message": "feat(repo): deck out repository with CI workflows, issue templates, full wiki suite, and sponsor badges"
    },
    {
      "hash": "5091f9047c2c778916a3d99aa2160ed9fe72bb3f",
      "short_hash": "5091f90",
      "author": "Mike Hall",
      "date": "2026-10-12T17:01:27-05:00",
      "message": "docs(legal): add dual MIT / CC BY-SA 4.0 license and high-voltage safety disclaimers"
    },
    {
      "hash": "45f834431214f44047fe227cf2a3fa40d0649e42",
      "short_hash": "45f8344",
      "author": "Mike Hall",
      "date": "2026-10-12T17:00:23-05:00",
      "message": "docs(wiki): add GitHub funding configuration and decked out project wiki pages"
    },
    {
      "hash": "91219917256695e7145750525e431023c1021945",
      "short_hash": "9121991",
      "author": "Mike Hall",
      "date": "2026-10-12T16:57:25-05:00",
      "message": "docs(obs): incorporate Classic Loki Glorious Purpose and Mjolnir legitimacy metaphors into runbook script"
    },
    {
      "hash": "bc5831f7ecfc42bb3500e35c7918386d2f4d2ddd",
      "short_hash": "bc5831f",
      "author": "Mike Hall",
      "date": "2026-10-12T16:50:38-05:00",
      "message": "docs: clarify at top of README that dehum is a personal experiment and learning inquiry, not a promoted tool or technique"
    },
    {
      "hash": "626817fa9923afa140a0208c37bbcea6883864d4",
      "short_hash": "626817f",
      "author": "Mike Hall",
      "date": "2026-10-12T16:49:40-05:00",
      "message": "chore(security): add pre-commit and pre-push hooks enforcing automated TMI/PII audit"
    },
    {
      "hash": "ede4840e2041efc525ef020d4d0b02ef01466035",
      "short_hash": "ede4840",
      "author": "Mike Hall",
      "date": "2026-10-12T16:45:38-05:00",
      "message": "docs: cite exact Google search query from Chrome in timeline and audit"
    },
    {
      "hash": "0b1baea38010ef9db96e0e40f1e94f09a7750068",
      "short_hash": "0b1baea",
      "author": "Mike Hall",
      "date": "2026-10-12T16:44:11-05:00",
      "message": "fix(privacy): replace all absolute user home paths with ~ and portable relative aliases"
    },
    {
      "hash": "3e79a179aec696cf95a711f8b7f3ef394134f73a",
      "short_hash": "3e79a17",
      "author": "Mike Hall",
      "date": "2026-10-12T16:41:59-05:00",
      "message": "docs: record Chrome Google Gemini search genesis of PROMPT.md in timeline and audit"
    },
    {
      "hash": "5b0a4612a889801640e919a6d21d23f4e5a7d687",
      "short_hash": "5b0a461",
      "author": "Mike Hall",
      "date": "2026-10-12T16:40:28-05:00",
      "message": "docs: chronicle multi-account quota migration and real out-of-pocket investment across audit and timeline"
    },
    {
      "hash": "4d22271cbb478574b66e0c8b16b0ec9e31bbdc65",
      "short_hash": "4d22271",
      "author": "Mike Hall",
      "date": "2026-10-12T16:38:58-05:00",
      "message": "feat(security): inherit TMI/PII/PHI audit gate from just3ws, redact email, and publish Act VI in timeline"
    },
    {
      "hash": "c45f1a2e25372b11310c32e1551b081e61acd2f0",
      "short_hash": "c45f1a2",
      "author": "Mike Hall",
      "date": "2026-10-12T16:36:01-05:00",
      "message": "docs: integrate Definition of Done, new compiler paradigm, and beginner's mindset across audits and agents"
    },
    {
      "hash": "6310e0981502c0e7cfa91424887594228c482de2",
      "short_hash": "6310e09",
      "author": "Mike Hall",
      "date": "2026-10-12T16:23:33-05:00",
      "message": "docs(obs): update runbook with commercial demo contrast, cost reality, and craftsmanship synchronicity"
    },
    {
      "hash": "318d03e7fc29b93a495d3f78376a83d3357a88cb",
      "short_hash": "318d03e",
      "author": "Mike Hall",
      "date": "2026-10-12T16:19:49-05:00",
      "message": "fix(docs): convert Mermaid timeline to flowchart LR for universal GitHub rendering"
    },
    {
      "hash": "e9bcae8b9376ce7d35b7000696fa27ddf1af7106",
      "short_hash": "e9bcae8",
      "author": "Mike Hall",
      "date": "2026-10-12T15:08:54-05:00",
      "message": "docs: add comprehensive OBS broadcast runbook, script, and reference guide"
    },
    {
      "hash": "5aadb8191d5a474c4b1c7d8b052f6a71ce3d2d9a",
      "short_hash": "5aadb81",
      "author": "Mike Hall",
      "date": "2026-10-12T15:05:17-05:00",
      "message": "docs: link live published LinkedIn Pulse companion article"
    },
    {
      "hash": "f408e0d553488626dc61b5c25c54b3340994f3d6",
      "short_hash": "f408e0d",
      "author": "Mike Hall",
      "date": "2026-10-12T14:52:17-05:00",
      "message": "fix: restore missing  and  in linkedin_article.html companion post box"
    },
    {
      "hash": "6d578a0210bd1dd22174de4067317b32798eb986",
      "short_hash": "6d578a0",
      "author": "Mike Hall",
      "date": "2026-10-12T14:49:44-05:00",
      "message": "docs: add ready-to-copy Tell Your Network companion feed post for LinkedIn publish modal"
    },
    {
      "hash": "c67d44b6fc6601beed5bdfaa55e9884e78c0163b",
      "short_hash": "c67d44b",
      "author": "Mike Hall",
      "date": "2026-10-12T14:48:32-05:00",
      "message": "docs: align YouTube Community post throughline with the vague prompt and drift trap narrative"
    },
    {
      "hash": "4dedfa06a51d685ee685b5862e2ba2d6632476aa",
      "short_hash": "4dedfa0",
      "author": "Mike Hall",
      "date": "2026-10-12T14:46:24-05:00",
      "message": "docs: ground LinkedIn article in the blunt initial prompt and demystify the AI drift trap"
    },
    {
      "hash": "b0fe2df3fcb3464d5f8f88cc2e2d5aecdb3670f0",
      "short_hash": "b0fe2df",
      "author": "Mike Hall",
      "date": "2026-10-12T14:44:57-05:00",
      "message": "docs: lock in canonical LinkedIn article title"
    },
    {
      "hash": "b5b77901f53c28e0e1eb61260dcb62ee683e47aa",
      "short_hash": "b5b7790",
      "author": "Mike Hall",
      "date": "2026-10-12T14:42:42-05:00",
      "message": "docs: add concise 80-character Title box to LinkedIn article assets"
    },
    {
      "hash": "498fb17d8896755609c9b000f5aed60f31e32d8d",
      "short_hash": "498fb17",
      "author": "Mike Hall",
      "date": "2026-10-12T14:40:39-05:00",
      "message": "docs: shorten LinkedIn cover image caption to 79 characters to prevent 150-char cutoff"
    },
    {
      "hash": "73f66545fd9cdef754a688583d6a3b5d371f7a29",
      "short_hash": "73f6654",
      "author": "Mike Hall",
      "date": "2026-10-12T14:38:47-05:00",
      "message": "docs: add image caption, credit, and update README with CLI --help and full repository assets"
    }
  ],
  "releases": [
    {
      "tag_name": "v1.0.0",
      "name": "v1.0.0 — Under the High-Tension Wires (Forensic Master)",
      "published_at": "2026-10-12T22:08:19Z",
      "html_url": "https://github.com/just3ws/dehum/releases/tag/v1.0.0",
      "assets_count": 4
    }
  ],
  "issues": [
    {
      "number": 4,
      "title": "[TASK-4] Global Sovereign Verification Treaty: Bringing Peace Through Ground Truth",
      "state": "open",
      "created_at": "2026-10-12T22:29:19Z",
      "html_url": "https://github.com/just3ws/dehum/issues/4",
      "labels": []
    },
    {
      "number": 3,
      "title": "[TASK-3] Dehum.ai Spatial Fabric Enterprise Satire & Bidding War Whitepaper",
      "state": "open",
      "created_at": "2026-10-12T22:29:17Z",
      "html_url": "https://github.com/just3ws/dehum/issues/3",
      "labels": []
    },
    {
      "number": 2,
      "title": "[TASK-2] Lossless Ingest Inversion Pipeline (YouTube Studio Architecture)",
      "state": "open",
      "created_at": "2026-10-12T22:29:16Z",
      "html_url": "https://github.com/just3ws/dehum/issues/2",
      "labels": []
    },
    {
      "number": 1,
      "title": "[TASK-1] Autonomous Physical-Grounding Eval Suite (DeepMind Benchmarking)",
      "state": "open",
      "created_at": "2026-10-12T22:28:58Z",
      "html_url": "https://github.com/just3ws/dehum/issues/1",
      "labels": []
    }
  ],
  "governance": {
    "license_code": "MIT",
    "license_docs": "CC BY-SA 4.0",
    "ci_status": "passing",
    "quality_gates": [
      "audit_tmi.rb",
      "validate_markdown_headers.rb",
      "validate_shellcheck.sh",
      "test_fix_video.sh"
    ]
  },
  "central_operating_premise": {
    "root_question": "What tools and techniques can one use to determine slop from a solution and when does it make a difference?",
    "caveat_emptor": "This repository is a personal engineering experiment and transparent forensic audit, not a commercial product or canonical standard.",
    "legacy_test_dilemma": "In legacy systems with myriad contributors, passing specs often prove only narrow isolated assertions rather than physical system correctness, reassuring us while shipping slop.",
    "strawberry_paradox": "An LLM cannot reliably count the Rs in Strawberry, yet constructs complex 10-harmonic DSP pipelines, creating an unprecedented scale of uncomprehended complexity.",
    "devaluation_of_old_signals": "Outer signals of competence (man pages, Mermaid diagrams, 100% CI badges, schemas) cost zero with AI and no longer guarantee depth. Relying on them is hazardous.",
    "sovereign_verification": "The only viable defense is checking the boundary where code collides with physical reality (phase integrity, vocal intelligibility, lip-sync keyframes, and lossless stream copy).",
    "semantic_stickiness_trap": "Side-comments casually keyed into a chat can enter the corpus, become stubbornly sticky, and get inflated into central themes. Discerning real engineering from associative model fixation is a critical discipline."
  }
}