WholeTroutMedia and Inception Engine Systems Executive Masthead

WholeTroutMedia · Open-Source Bounties & Engineering Foundry

Public open-source engineering and verification ledger for WholeTroutMedia and Inception Engine Systems, architected and reviewed by Justin Aharoni (@jaharoni) (justinaharoni.com · Calendar & Intake · contact@jaharoni.com).

Upstream PRs Patch Coverage Verified Case Studies Google AI Forum Hugging Face Hub Personal Website & Contact Upwork & Direct Sprints

Live Cross-Platform Engineering Portfolio & Contact Directory

Engineering Channel Live Verified Status Proof & Direct Access
Upstream Open-Source Pull Requests 6 Merged · 9 Open in Review (16 Tracked) 100% Codecov patch coverage across InvenTree, OpenHMD, Uvicorn, Advanced Alchemy, Mergo, Ecosyste.ms, Obsidian (CASE_STUDIES.md)
Google AI Developer Forum 14 Published Solutions 2086 Developer Views · 78 Profile Visits across Antigravity, Gemini API, AI Studio & Stitch (discuss.ai.google.dev/u/CORTEX)
Hugging Face Hub (@jaharoni) 2 Live Interactive Spaces · 1 Portfolio Card Interactive Engineering Portfolio & Open-Source Bounties Space (huggingface.co/jaharoni)
Verified Engineering Vault 105 Root-Cause Case Studies Standalone deterministic reproduction & regression suites (verify_fix.py exiting 0 in LEDGER.md)
Enterprise Sprints & Upwork Escrow 6 Fixed-Price Sprint Packages ($450 to $15,000) 48-Hour Milestone 1 Reproducer Guarantee + 30-Day Post-Merge Regression Warranty via Upwork Escrow or Direct Stripe Sprints
Personal Website & Direct Contact Hub Justin Aharoni (@jaharoni) Portfolio: justinaharoni.com · Calendar & Intake: justinaharoni.com/contact · Email: contact@jaharoni.com

Verified Upstream Merges & Active 100%-Covered Track Record

We focus on clearing long-standing, high-complexity open-source issues with 100% patch test coverage, strict static typechecking, and concise peer-to-peer engineering communication so maintainers can review and merge in <= 2 turns:

Upstream Repository & Issue Pull Request Stack & Domain Verification & Maintainer Outcome
inventree/InvenTree#7064 PR #13166 Python / React MERGED by @SchrodingersGat (100% Codecov patch coverage + API v569)
OpenHMD/OpenHMD#260 PR #370 C / XR Drivers MERGED by @ChristophHaag (HTC Vive Pro 2 USB ID & 32-byte HID feature report initialization)
ecosyste-ms/packages#431 PR #1943 Ruby / Rails MERGED by @andrew (Surgical 2-file license parser fix + RSpec suite)
coollabsio/coolify PR #9651 PHP / Laravel MERGED upstream (Clean v4.x orchestration fix)
kaiiiz/obsidian-raindrop-highlights-plugin#99 PR #103 TypeScript / Zod MERGED by @kaiiiz in 1 turn ("LGTM. Thanks!" + unit test suite)
litestar-org/advanced-alchemy#117 PR #836 Python / SQLAlchemy 100% Codecov Patch Coverage (Sync, Async, Mock & Service repos + mypy/pyright)
Kludex/uvicorn#1151 PR #3250 Python / ASGI 100% Coverage (Lifespan state-machine guard + CancelledError propagation)
gyroflow/gyroflow#1227 PR #1276 Rust / OpenCL+WGSL CLA Verified & Passing (OpenCL & WGSL lens distortion shader parity)
HDInnovations/UNIT3D#3818 PR #5643 PHP / Livewire 4 Review Addressed (@Roardom development branch Livewire 4.4.6 verification)
darccio/mergo#233 PR #324 Go All Checks Passing (CodeRabbit + HoundCI slice-pointer reflection fix)

Inception Engine 5-Division Institutional Architecture

Our Maintainer-First Contribution Charter

  1. Strict 1-PR-Per-Org Pacing:
    • We never flood a repository or organization with multiple concurrent Pull Requests. We submit one focused, atomic fix at a time and respect maintainer review bandwidth.
  2. 100% Patch Coverage & Pre-Flight Static Verification:
    • Every modified branch, fallback path, and async counterpart is tested locally against upstream CI workflows (mypy --strict, pyright, ruff, phpstan, prek, golangci-lint, CodSpeed, and Codecov) prior to opening a PR.
  3. Stealth Pre-Submission Staging & Zero Target Leakage:
    • While a fix is in internal review, its upstream repository name, issue number, and unified diff remain sealed inside our private vault (WholeTroutMedia/bounty-solves-vault) with a blinded SHA-256 commitment (WTM-SEAL-XXX) so third-party scraper bots cannot spam upstream maintainers.
  4. Community Etiquette & Competing-PR Audit (COMMUNITY_ETIQUETTE.md):
    • Before touching any issue, our workflow inspects assignees, linked Pull Requests (CROSS_REFERENCED_EVENT), and maintainer comments (SKIP_CLAIMED / EXTEND_STALLED / CLAIM_OPEN).

Active Blinded Commitment Ledger

Commitment ID Target Hash (Blinded Until PR Submission) Tier Language Etiquette Gate Merkle Commitment Root Status
WTM-SEAL-001 sha256:fbbc6c8f53033dbf... (Blinded Pre-PR) Easy Python SKIP_CLAIMED sha256:169caaa4fa248567... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-002 sha256:95a68a242fb47e42... (Blinded Pre-PR) Medium Scala SKIP_CLAIMED sha256:72b616fcad3dec30... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-003 sha256:875fe0700b6e6615... (Blinded Pre-PR) Hard Python EXTEND_STALLED sha256:9bf5e8d04afb7cb5... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-004 sha256:c261bd6d961bbde9... (Blinded Pre-PR) Medium Ruby CLAIM_OPEN sha256:b4bae4dada1329ad... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-005 sha256:4d99092841ea0a6c... (Blinded Pre-PR) Medium Go EXTEND_STALLED sha256:d096d1840626bafb... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-006 sha256:fd5c85e5748c52a9... (Blinded Pre-PR) Medium PHP EXTEND_STALLED sha256:647e0020d6a5b45d... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-007 sha256:0d63a2c234974746... (Blinded Pre-PR) Hard Python SKIP_CLAIMED sha256:e743b50074641985... SEALED_IN_PRIVATE_VAULT
WTM-SEAL-008 sha256:054750d0120906f0... (Blinded Pre-PR) Hard Rust SKIP_CLAIMED sha256:50eeb879cf73d5bc... SEALED_IN_PRIVATE_VAULT

Free Open-Source Internet Defense & Anti-Bot Scrambler Kits (kits/ & templates/)

We publish and maintain 6 free, zero-dependency open-source defense kits to help maintainers, researchers, forum moderators, and website owners protect the internet from autonomous AI spam rings, dataset scrapers, and supply-chain bots:

Free Defense Kit Who It Protects How It Works Direct Link
1. GitHub Maintainer Bot-Shield (v2.0) GitHub Repository Maintainers Drop-in GitHub Action that auto-fetches our live SHA-256 spam-bot blocklist (16+ caught bots, 459+ spam PRs exposed) and auto-closes spam PRs in < 2s. templates/open-source-bot-shield.yml
2. 1-File Website & Docs AI-Scraper Shield Blogs, Docs Sites & Small Businesses Drop-in llms.txt + .well-known/agent-card.json that leaves humans and search engines untouched while routing rogue AI scrapers into our conformance quarantine. kits/website-llms-shield/
3. Hugging Face Dataset Anti-Theft Shield AI Researchers & Dataset Creators Injects and verifies 20 self-rotating HMAC-SHA256 canary rows in JSONL datasets to expose unauthorized dataset cloning. kits/huggingface-dataset-shield/
4. Bounty Platform Pre-Check SDK (Py & JS) Algora, Polar, Opire, Gitcoin & Maintainers Zero-knowledge SHA-256 contributor pre-check (verify_contributor.py / .mjs) that blocks verified sockpuppet rings without exposing plain-text usernames. kits/bounty-platform-precheck/
5. PyPI & NPM Fake-Package Early Warning Radar Python (pip) & JS (npm) Ecosystems Monitors deterministic canary package identifiers across PyPI and NPM (canary_package_radar.py) to catch dependency-confusion squatters early. kits/package-registry-canary-radar/
6. Forum Moderator Anti-Slop & Code Auditor Discourse, GitHub Discussions & HF Mods Verifies code snippets actually compile (ast.parse) and flags robotic AI-slop boilerplate (forum_slop_auditor.py). kits/forum-moderator-anti-slop/
7. 3D Mesh & Media Provenance Watermarker 3D Artists, CAD Engineers & Studios Embeds invisible HMAC-SHA256 provenance commitments into .obj/.gltf meshes and media assets (watermark_asset_shield.py). kits/media-and-3d-watermark-shield/

Priority Issue & Enterprise Backlog Sprint Intake (For Maintainers & Engineering Leads)

Read our detailed Engineering Case Studies (CASE_STUDIES.md), Enterprise Backlog Sprints (ENTERPRISE_SPRINTS.md), and Security Charter (SECURITY.md).

If you maintain an open-source project or lead an engineering team and want us to clear a hard bug, a pre-release backlog sprint, or ongoing maintenance with 100% patch test coverage:


Repository Structure

open-source-bounties/
├── README.md                    # Overview, verified merges & blinded commitment table
├── CASE_STUDIES.md              # Deep root-cause & maintainer collaboration case studies
├── ENTERPRISE_SPRINTS.md        # Turnkey 5-Issue / 10-Issue Backlog Sprints & Retainers
├── SECURITY.md                  # Coordinated vulnerability disclosure & zero-leakage charter
├── COMMUNITY_ETIQUETTE.md       # Maintainer-first contribution & review charter
├── LEDGER.md                    # Synchronized blinded commitment & settlement ledger
├── registry/
│   └── bounties.json            # Blinded machine-readable commitment state
├── commitments/
│   ├── WTM-SEAL-001/            # Blinded SHA-256 Merkle commitment & verifier
│   ├── WTM-SEAL-002/            # Blinded SHA-256 Merkle commitment & verifier
│   └── WTM-SEAL-003/            # Blinded SHA-256 Merkle commitment & verifier
├── bounties/
│   ├── asgi-proxy-header-401/   # Reference ASGI proxy verification suite
│   └── stream-quorum-flush-402/ # Reference async stream quorum verification suite
└── .github/
    └── workflows/
        └── verify-bounties.yml  # CI runner verifying commitments/*/verify_commitment.py
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