View QuantumWars's full-sized avatar
1 follower · 0 following
  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect

Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.

01 What I build

Agent infrastructure

MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.

Applied AI products

End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.

Fundamentals

Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.

02 Selected work

01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.
PythonSAM 2ProPainterPyTorchFFmpeg

02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.
PythonProPainterOpenCVFFmpegCUDA / MPS

03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.
PythonFFmpegMCPElevenLabsRemotion

04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.
PythonLangGraphMulti-agent orchestration

05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.
PythonClaude Codefal.ai

06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.
Next.jsTypeScriptLLM scoring

07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.
Next.jsTypeScriptOpenAITailwind

08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.
Next.jsTypeScriptMCPReact FlowLiveblocks

09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.
TypeScriptBunMCPTamper-evident logs

03 Stack

Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git



contribution snake animation

04 Now

Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.

05 Contact

mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned Loading

  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic

    Python

  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic

    Python

  3. video-editor-mcpvideo-editor-mcpPublic

    Python

, 'i'); if (__m === '*' || __re.test(location.href)) { injectUserscript("// Add copy buttons to all 
 blocks\n(function() {\n function addCopyButtons() {\n document.querySelectorAll('pre code').forEach(function(codeBlock) {\n if (codeBlock.parentElement.hasAttribute('data-copy-added')) return;\n codeBlock.parentElement.setAttribute('data-copy-added', 'true');\n \n var btn = document.createElement('button');\n btn.textContent = 'Copy';\n btn.style.cssText = 'position:absolute;top:4px;right:4px;padding:2px 8px;font-size:11px;background:#4ecdc4;border:none;border-radius:4px;color:#1a1a2e;cursor:pointer;opacity:0.7;transition:opacity 0.2s;';\n btn.onmouseover = function() { this.style.opacity = '1'; };\n btn.onmouseout = function() { this.style.opacity = '0.7'; };\n btn.onclick = function() {\n navigator.clipboard.writeText(codeBlock.textContent).then(function() {\n btn.textContent = 'Copied!';\n setTimeout(function() { btn.textContent = 'Copy'; }, 1500);\n });\n };\n codeBlock.parentElement.style.position = 'relative';\n codeBlock.parentElement.appendChild(btn);\n });\n }\n \n addCopyButtons();\n \n // Re-run on dynamic content\n var observer = new MutationObserver(addCopyButtons);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Add Copy Buttons to Code Blocks");
}
} catch(__e) { console.warn('[Userscript:Add Copy Buttons to Code Blocks]', __e); }
})();
(function(){
try {
var __m = "github.com";
var __re = new RegExp('^' + "github\\.com" + '

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
}
} catch(__e) { console.warn('[Userscript:GitHub Dark Mode README Fix]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Highlight search terms from Google/DuckDuckGo/Bing referrer\n(function() {\n var ref = document.referrer;\n var terms = [];\n \n if (ref.includes('google.com') || ref.includes('duckduckgo.com') || ref.includes('bing.com')) {\n var url = new URL(ref);\n var q = url.searchParams.get('q') || url.searchParams.get('p');\n if (q) {\n terms = q.split(/\\s+/).filter(function(t) { return t.length > 2; });\n }\n }\n \n if (terms.length === 0) return;\n \n var style = document.createElement('style');\n style.textContent = '.userscript-highlight { background: #fbbf24; color: #1a1a2e; padding: 1px 3px; border-radius: 2px; }';\n document.head.appendChild(style);\n \n function highlight(node) {\n if (node.nodeType === 3) { // text node\n var text = node.textContent;\n var found = false;\n terms.forEach(function(term) {\n var regex = new RegExp('(' + term.replace(/[.*+?^${}()|[\\]\\\\]/g, '\\\\') + ')', 'gi');\n if (regex.test(text)) {\n found = true;\n var frag = document.createDocumentFragment();\n var parts = text.split(regex);\n parts.forEach(function(part, i) {\n if (i % 2 === 0) {\n frag.appendChild(document.createTextNode(part));\n } else {\n var span = document.createElement('span');\n span.className = 'userscript-highlight';\n span.textContent = part;\n frag.appendChild(span);\n }\n });\n node.parentNode.replaceChild(frag, node);\n }\n });\n } else if (node.nodeType === 1 && node.childNodes) { // element\n var skipTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'TEXTAREA', 'INPUT', 'SELECT'];\n if (!skipTags.includes(node.tagName)) {\n Array.from(node.childNodes).forEach(highlight);\n }\n }\n }\n \n highlight(document.body);\n \n // Re-highlight on dynamic content\n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1 || node.nodeType === 3) highlight(node);\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Highlight Search Terms");
}
} catch(__e) { console.warn('[Userscript:Highlight Search Terms]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
} catch(__e) { console.warn('[Userscript:Remove Tracking Parameters from Links]', __e); }
})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Remove or un-stick sticky/fixed headers that block content\n(function() {\n function unstick() {\n document.querySelectorAll('header, nav, [role=\"banner\"], .header, .navbar, .sticky, .fixed-top, [style*=\"position: fixed\"], [style*=\"position:sticky\"]').forEach(function(el) {\n if (el.style.position === 'fixed' || el.style.position === 'sticky' || \n getComputedStyle(el).position === 'fixed' || getComputedStyle(el).position === 'sticky') {\n el.style.position = 'static';\n el.style.top = 'auto';\n el.style.zIndex = 'auto';\n }\n });\n }\n \n unstick();\n \n var observer = new MutationObserver(unstick);\n observer.observe(document.body, { childList: true, subtree: true, attributes: true, attributeFilter: ['style', 'class'] });\n})();", "Kill Sticky Headers");
}
} catch(__e) { console.warn('[Userscript:Kill Sticky Headers]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

Skip to content
View QuantumWars's full-sized avatar
1
follower
 · 0
following

  • Boring People
  • Bangalore

Block or report QuantumWars

Block user

Prevent this user from interacting with your repositories and sending you notifications.
Learn more about blocking users.


You must be logged in to block users.


Content in all repositories owned by your account will be closed.


Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.

Report abuse

Contact GitHub support about this user’s behavior.
Learn more about reporting abuse.

Report abuse
QuantumWars/README.md
Subha Prakash Pattnaik — AI Engineer & Architect
Most agent demos stop at the model call. I build what's around it — orchestration, tool servers, retries, evaluation — the part that decides whether it survives contact with production.
01 What I build
Agent infrastructure
MCP servers and orchestration frameworks that give LLMs real tools — LangGraph pipelines, Claude Code integrations, multi-step research and generation systems.
Applied AI products
End-to-end tools people actually use — video object removal and inpainting, presentation generation, asset discovery, content and media pipelines, voice and video automation.
Fundamentals
Comfortable below the framework line — implementing the underlying math by hand instead of only calling an API.
02 Selected work
01video-object-remover — Click an object in a video and get back either a matte that tracks it or the plate with it removed. SAM 2 tracks the object across the clip, ProPainter reconstructs the background behind it; the track is cached by prompt, so pulling a matte and then removing the same object pays for tracking once. Ships as a desktop app, a local web app, and a CLI.

PythonSAM 2ProPainterPyTorchFFmpeg
02propainter-delogo — Removes a static logo or watermark and rebuilds what was behind it, instead of smearing pixels over it like ffmpeg delogo. Windowed and shot-aware, so only a crop around the logo is inpainted and composited back at native resolution — every other pixel is byte-for-byte the source. 4K-friendly, audio preserved.

PythonProPainterOpenCVFFmpegCUDA / MPS
03clipping-mcp — MCP server that gives Claude Code 41 tools to edit video and audio, on FFmpeg + ElevenLabs: trimming, multicam podcast editing, AI voiceover, timeline projects rendered through Remotion.

PythonFFmpegMCPElevenLabsRemotion
04Deep Research Framework — Plugin-based multi-agent research system on LangGraph. Decomposes a query, retrieves from multiple sources, reflects on what's missing, and synthesizes a cited report, with automatic tool fallback and complexity-based model routing.

PythonLangGraphMulti-agent orchestration
05NanoBanana Shot Division — Cinematic shot-division workflow for Claude Code. Takes a creative brief, plans an adaptive DAG, and generates continuity-consistent multi-shot storyboards on fal.ai's image models.

PythonClaude Codefal.ai
06Reel Asset Engine — AI asset search engine that aggregates images, video, and articles from SearxNG, Pinterest, Unsplash, Freepik, and Pexels, then uses LLMs to score and summarize what it finds.

Next.jsTypeScriptLLM scoring
07PPT Maker — Turns a prompt into a structured, styled deck in seconds — nine layout variants, tone and purpose controls, built on GPT-4.

Next.jsTypeScriptOpenAITailwind
08Project Companion — Project management that runs with your coding agent: a PRD, a Kanban board, and a git tree that proves what was actually built, all stored in one .project file the agent can read and update directly through a bundled MCP server.

Next.jsTypeScriptMCPReact FlowLiveblocks
09Context Graph Engine — Context store for agentic systems: what an agent knew, decided, and derived, kept on a tamper-evident record that can still forget something on request — a scoped purge that removes the data while the verification chain stays unbroken.

TypeScriptBunMCPTamper-evident logs
03 Stack
Stack — Python, TypeScript, JavaScript, LangChain, LangGraph, MCP, Next.js, React, Node.js, Tailwind CSS, OpenAI, Anthropic, FFmpeg, Docker, Git


contribution snake animation
04 Now
Building agent infrastructure and shipping applied AI products as co-founder at Boring People. Interested in tool-use, multi-agent orchestration, and the unglamorous plumbing that makes an agent reliable in production.
05 Contact
mailsubhapattnaik@theboringpeople.in
inin.linkedin.com/in/subha-pattnaik-929488222

Pinned
Loading
  1. MumbaiHacks-SourceXMumbaiHacks-SourceXPublic
    Python
  2. nanobanana-workflow-claude-codenanobanana-workflow-claude-codePublic
    Python
  3. video-editor-mcpvideo-editor-mcpPublic
    Python