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Building
:electron:
Building
86 followers · 63 following

Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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adityak74/README.md

Hi, I’m Aditya Karnam

Senior AI Systems Engineer · AI Innovator · Researcher

Recent projects:

  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact

I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.
My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.

Selected projects & research:

I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:

Currently exploring how to make AI systems more interpretable without sacrificing performance.

Portfolio MCP

A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.

  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install

It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.

Claude Code

claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp

Verify with:

claude mcp list

Claude (web/desktop app)

  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.

Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)

Add a remote server:

  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp

Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:

npx mcp-remote https://adityakarnam.com/mcp

Try it

  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned Loading

  1. embenxembenxPublic

    🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python 5

  2. mcp-scholarlymcp-scholarlyPublic

    A MCP server to search for accurate academic articles.

    Python 186 26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic

    Forked from mathisve/gdrive-upload-action

    Github action that uploads files to Google Drive

    Go 110 24

  4. cc-creativity-skillscc-creativity-skillsPublic

    Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    1 1

  5. tron-pythontron-pythonPublic

    A Python library for the TRON data serialization format

    Python

  6. subagent-fleetsubagent-fleetPublic

    Local AI compute control plane for Claude Code and coding agents.

    HTML 4

, '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 adityak74's full-sized avatar
:electron:
Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4


, '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 adityak74's full-sized avatar
:electron:
Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Block or report adityak74

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adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4


, '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 adityak74's full-sized avatar
:electron:
Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Block or report adityak74

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adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4


, '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 adityak74's full-sized avatar
:electron:
Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Block or report adityak74

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Learn more about blocking users.


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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.

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Learn more about reporting abuse.

Report abuse
adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4


, '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
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Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

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adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4


, '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 adityak74's full-sized avatar
:electron:
Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Block or report adityak74

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


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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.

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adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4


, '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 adityak74's full-sized avatar
:electron:
Building 
:electron:
Building 
86
followers
 · 63
following

Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor
Achievements
Achievement: Pair Extraordinairex3Achievement: Pull Sharkx3Achievement: Starstruckx2Achievement: QuickdrawAchievement: YOLOAchievement: Arctic Code Vault Contributor

Block or report adityak74

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adityak74/README.md
Hi, I’m Aditya Karnam
Senior AI Systems Engineer · AI Innovator · Researcher
Recent projects:
  • Tiny AI harness + coding agent in Rust → quecto
    • a minimalist OpenAI-compatible harness and coding agent with a ~1.3 MB core and ~3.5 MB agent binary
  • Parallel AI agent orchestration in cmux → antigravity-cmux-skill
    • plugin and skill for running independent Antigravity sessions in split panes, with browser automation and coordination workflows
  • Local coding model benchmarking → locobench
    • practical Harbor + Ollama setup for running local agentic benchmarks and maintaining a leaderboard pipeline
  • Forced-output learning skill → learn-anything-24h
    • compresses hard topics into a structured 24-hour sprint with exercises, teach-back prompts, and a final artifact
I build intelligent AI systems that combine strong engineering, modern LLM workflows, and real‑world usability.

My work focuses on context‑aware AI, LLM infrastructure, agent tooling, evaluation systems, and products that make complex workflows feel effortless.
Selected projects & research:
I share work and thoughts on AI systems, open‑source tools, prompt design, and intelligent automation:
Currently exploring how to make AI systems more interpretable without sacrificing performance.
Portfolio MCP
A public, read-only Model Context Protocol server exposing this portfolio's projects, recent work, research agenda, and source links as structured data for agents and assistants.
  • MCP name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
  • Discovery manifest: https://adityakarnam.com/.well-known/aditya-portfolio-mcp.json
  • Health check: https://adityakarnam.com/mcp-health
  • Install guide: adityakarnam.com/mcp-install
It exposes only public data: projects, posts, systems, research agenda, and source links. It does not expose private files, email, analytics, personal data, availability, compensation, immigration status, or references.
Claude Code
claude mcp add --transport http aditya-portfolio https://adityakarnam.com/mcp
Verify with:
claude mcp list
Claude (web/desktop app)
  1. Open Claude → Settings / Customize → Connectors.
  2. Choose Add custom connector.
  3. Paste https://adityakarnam.com/mcp.
  4. Save the connector.
Other agents (Codex, Cursor, Antigravity, or any MCP-compatible client)
Add a remote server:
  • Name: aditya-portfolio
  • Transport: http
  • URL: https://adityakarnam.com/mcp
Clients that only support local/stdio MCP servers can bridge to this endpoint via mcp-remote:
npx mcp-remote https://adityakarnam.com/mcp
Try it
  • "Use Aditya Karnam's portfolio connector. Is he a fit for this AI infrastructure role?"
  • "Which projects show agent runtime or MCP experience?"
  • "Give me a recruiter brief with evidence and source links."
  • "Act as an engineer. Which systems should I inspect first?"

Pinned
Loading
  1. embenxembenxPublic
    
🚀 The Agentic Memory Layer & Universal Retrieval Toolkit. Synthetic data generation, 15+ vector backends, hybrid search, and MCP native memory for AI agents.

    Python
5

  2. mcp-scholarlymcp-scholarlyPublic
    
A MCP server to search for accurate academic articles.

    Python
186

26

  3. google-drive-upload-git-actiongoogle-drive-upload-git-actionPublic
    
Forked from mathisve/gdrive-upload-action
    
Github action that uploads files to Google Drive

    Go
110

24

  4. cc-creativity-skillscc-creativity-skillsPublic
    
Deep creative intelligence for Claude Code — distilled from top seven books on how creation actually works

    
1

1

  5. tron-pythontron-pythonPublic
    
A Python library for the TRON data serialization format

    Python
  6. subagent-fleetsubagent-fleetPublic
    
Local AI compute control plane for Claude Code and coding agents.

    HTML
4