Main Page - Revision history

Agent: Update plugin descriptions, add Kapso

2026-03-14T11:45:46Z

Update plugin descriptions, add Kapso

← Older revision		Revision as of 11:45, 14 March 2026
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	'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent, and let it build robust AI/ML systems autonomously:		'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent, and let it build robust AI/ML systems autonomously:

	* [https://github.com/Leeroo-AI/superml '''SuperML plugin'''] — ~~full-stack~~ AI~~/ML~~ coding agent		* [https://github.com/Leeroo-AI/superml '''SuperML plugin'''] — converts your AI coding agent into an expert ML engineer with agentic memory
	* [https://github.com/Leeroo-AI/leeroopedia-mcp '''Leeroopedia MCP'''] — ~~knowledge~~ search for ~~any coding agent~~		* [https://github.com/Leeroo-AI/leeroopedia-mcp '''Leeroopedia MCP'''] — search over best-practices and skills of ML/AI
			* [https://github.com/leeroo-ai/kapso '''Kapso'''] — experimentation platform for autonomous AI/ML software building

	== Browse by Category ==		== Browse by Category ==

Agent: Update: add SuperML plugin and Leeroopedia MCP links

2026-03-14T11:42:39Z

Update: add SuperML plugin and Leeroopedia MCP links

← Older revision		Revision as of 11:42, 14 March 2026
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	Browse implementation patterns, configuration guides, debugging heuristics, and battle-tested defaults for frameworks like vLLM, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more. Every page is structured so both humans and AI agents can find what they need fast.		Browse implementation patterns, configuration guides, debugging heuristics, and battle-tested defaults for frameworks like vLLM, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more. Every page is structured so both humans and AI agents can find what they need fast.

	'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent ~~with the [https://github.com/Leeroo-~~AI/~~leeroopedia-mcp Leeroopedia MCP setup guide]. Let it search docs, build plans, verify code, and diagnose failures on your behalf.~~		'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent, and let it build robust AI/ML systems autonomously:

	'''~~Go end-to-end.~~''' ~~Leeroopedia gives your~~ agent ~~the '''knowledge'''.~~ [https://github.com/~~leeroo~~-ai/~~kapso~~ '''~~Kapso~~'''] ~~gives it the '''ability to act on it''': research, experiment, and deploy.~~		* [https://github.com/Leeroo-AI/superml '''SuperML plugin'''] — full-stack AI/ML coding agent
			* [https://github.com/Leeroo-AI/leeroopedia-mcp '''Leeroopedia MCP'''] — knowledge search for any coding agent

	== Browse by Category ==		== Browse by Category ==

Admin: Remove NOCACHE text, use PHP hook instead

2026-02-22T14:32:20Z

Remove __NOCACHE__ text, use PHP hook instead

← Older revision		Revision as of 14:32, 22 February 2026
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	== Explore Pages ==		== Explore Pages ==
	~~__NOCACHE__~~

	=== Workflows ===		=== Workflows ===

Admin: Random page shuffling with NOCACHE

2026-02-22T14:29:55Z

Random page shuffling with NOCACHE

← Older revision		Revision as of 14:29, 22 February 2026
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	\|}		\|}

	== ~~Recent~~ Pages ==		== Explore Pages ==
			__NOCACHE__

	=== Workflows ===		=== Workflows ===
	{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Workflow'\|limit=10\|format=ul}}		{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Workflow'\|order by=RAND()\|limit=10\|format=ul}}

	=== Principles ===		=== Principles ===
	{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Principle'\|limit=10\|format=ul}}		{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Principle'\|order by=RAND()\|limit=10\|format=ul}}

	=== Implementations ===		=== Implementations ===
	{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Implementation'\|limit=10\|format=ul}}		{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Implementation'\|order by=RAND()\|limit=10\|format=ul}}

	=== Heuristics ===		=== Heuristics ===
	{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Heuristic'\|limit=10\|format=ul}}		{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Heuristic'\|order by=RAND()\|limit=10\|format=ul}}

	=== Environments ===		=== Environments ===
	{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Environment'\|limit=10\|format=ul}}		{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Environment'\|order by=RAND()\|limit=10\|format=ul}}

Admin: Reorder stat cards: Workflow, Principle, Implementation, Heuristic, Environment

2026-02-22T14:10:47Z

Reorder stat cards: Workflow, Principle, Implementation, Heuristic, Environment

← Older revision		Revision as of 14:10, 22 February 2026
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	<div style="font-size:1.4em; font-weight:bold; color:#1a1a2e;">{{NUMBEROFARTICLES}}</div>		<div style="font-size:1.4em; font-weight:bold; color:#1a1a2e;">{{NUMBEROFARTICLES}}</div>
	<div style="font-size:0.8em; color:#666; margin-top:2px;">Total Pages</div>		<div style="font-size:0.8em; color:#666; margin-top:2px;">Total Pages</div>
			</div>
			<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border-left:3px solid #4CAF50; min-width:80px;">
			<div style="font-size:1.4em; font-weight:bold; color:#2E7D32;">{{PAGESINNAMESPACE:3002}}</div>
			<div style="font-size:0.8em; color:#666; margin-top:2px;">Workflows</div>
	</div>		</div>
	<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border-left:3px solid #2196F3; min-width:80px;">		<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border-left:3px solid #2196F3; min-width:80px;">
	<div style="font-size:1.4em; font-weight:bold; color:#1565C0;">{{PAGESINNAMESPACE:3000}}</div>		<div style="font-size:1.4em; font-weight:bold; color:#1565C0;">{{PAGESINNAMESPACE:3000}}</div>
	<div style="font-size:0.8em; color:#666; margin-top:2px;">Principles</div>		<div style="font-size:0.8em; color:#666; margin-top:2px;">Principles</div>
	~~</div>~~
	~~<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border-left:3px solid #4CAF50; min-width:80px;">~~
	~~<div style="font-size:1.4em; font-weight:bold; color:#2E7D32;">{{PAGESINNAMESPACE:3002}}</div>~~
	~~<div style="font-size:0.8em; color:#666; margin-top:2px;">Workflows</div>~~
	</div>		</div>
	<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border-left:3px solid #FF9800; min-width:80px;">		<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border-left:3px solid #FF9800; min-width:80px;">

Admin: Redesign stats header with card-style counters

2026-02-22T14:09:25Z

Redesign stats header with card-style counters

@@ Line 1: / Line 1: @@
-<div style="text-align:center; color:#666; margin-bottom:1.5em; padding-bottom:1em; border-bottom:1px solid #eaecf0; font-size:0.9em;">
+<div style="display:flex; flex-wrap:wrap; justify-content:center; gap:10px; margin-bottom:1.5em; padding:16px; background:linear-gradient(135deg, #f8f9fa 0%, #eef1f5 100%); border-radius:8px; border:1px solid #e0e3e8;">
-Leeroopedia contains '''{{NUMBEROFARTICLES}}''' knowledge pages across '''{{PAGESINNAMESPACE:3000}}''' Principles, '''{{PAGESINNAMESPACE:3002}}''' Workflows, '''{{PAGESINNAMESPACE:3004}}''' Implementations, '''{{PAGESINNAMESPACE:3008}}''' Heuristics, and '''{{PAGESINNAMESPACE:3010}}''' Environments.
+<div style="text-align:center; padding:10px 18px; background:#fff; border-radius:6px; border:1px solid #ddd; min-width:100px;">
 </div>

Admin: Move stats to header

2026-02-22T14:08:04Z

Move stats to header

@@ Line 1: / Line 1: @@
 == Welcome to {{SITENAME}} ==
@@ Line 42: / Line 46: @@
 === Environments ===
 {{#cargo_query:tables=PageInfo|fields=_pageName|where=PageType='Environment'|limit=10|format=ul}}

Admin: Add dynamic page count footer

2026-02-22T14:04:58Z

Add dynamic page count footer

← Older revision		Revision as of 14:04, 22 February 2026
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	! Category !! Description !! Browse		! Category !! Description !! Browse
	\|-		\|-
	\| '''Workflows''' \|\| Step-by-step processes and procedures \|\| [[Special:AllPages/Workflow:\|Browse All]]		\|\| '''Workflows''' \|\| Step-by-step processes and procedures \|\| [[Special:AllPages/Workflow:\|Browse All]]
	\|-		\|-
	\| '''Principles''' \|\| Core ideas and foundational knowledge \|\| [[Special:AllPages/Principle:\|Browse All]]		\|\| '''Principles''' \|\| Core ideas and foundational knowledge \|\| [[Special:AllPages/Principle:\|Browse All]]
	\|-		\|-
	\| '''Implementations''' \|\| Code-level details and modules \|\| [[Special:AllPages/Implementation:\|Browse All]]		\|\| '''Implementations''' \|\| Code-level details and modules \|\| [[Special:AllPages/Implementation:\|Browse All]]
	\|-		\|-
	\| '''Heuristics''' \|\| Best practices and guidelines \|\| [[Special:AllPages/Heuristic:\|Browse All]]		\|\| '''Heuristics''' \|\| Best practices and guidelines \|\| [[Special:AllPages/Heuristic:\|Browse All]]
	\|-		\|-
	\| '''Environments''' \|\| Setup and configuration guides \|\| [[Special:AllPages/Environment:\|Browse All]]		\|\| '''Environments''' \|\| Setup and configuration guides \|\| [[Special:AllPages/Environment:\|Browse All]]
	\|}		\|}

Line 42:		Line 42:
	=== Environments ===		=== Environments ===
	{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Environment'\|limit=10\|format=ul}}		{{#cargo_query:tables=PageInfo\|fields=_pageName\|where=PageType='Environment'\|limit=10\|format=ul}}

			<div style="text-align:center; color:#666; margin-top:2em; padding-top:1em; border-top:1px solid #eaecf0; font-size:0.9em;">
			Leeroopedia contains '''{{NUMBEROFARTICLES}}''' knowledge pages across '''{{PAGESINNAMESPACE:3000}}''' Principles, '''{{PAGESINNAMESPACE:3002}}''' Workflows, '''{{PAGESINNAMESPACE:3004}}''' Implementations, '''{{PAGESINNAMESPACE:3008}}''' Heuristics, and '''{{PAGESINNAMESPACE:3010}}''' Environments.
			</div>

Admin: Refine Main Page: browse-first tone, no dashes, cleaner structure

2026-02-19T11:00:24Z

Refine Main Page: browse-first tone, no dashes, cleaner structure

← Older revision		Revision as of 11:00, 19 February 2026
Line 1:		Line 1:
	== Welcome to {{SITENAME}} ==		== Welcome to {{SITENAME}} ==

	'''Your ML & Data Knowledge Wiki.''' ~~Learnt by AI, built by AI, for AI. A centralized playbook of best~~ practices and expert-level knowledge for Machine Learning and Data ~~domains~~, covering '''1000+ frameworks and libraries''' ~~— vLLM, SGLang, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more~~.		'''Your ML & Data Knowledge Wiki.''' Best practices and expert-level knowledge for Machine Learning and Data Engineering, covering '''1000+ frameworks and libraries''' from training to deployment.

	~~Whether you're fine~~-~~tuning LLMs~~, ~~optimizing inference serving~~, ~~building agents~~, ~~or wiring up RAG pipelines — stop guessing at framework internals. '''Search docs'''~~, ~~'''build plans'''~~, ~~'''verify code'''~~, ~~'''diagnose training failures'''~~, and ~~'''look up battle-tested hyperparameter defaults'''~~. Every ~~answer cites real KB pages you~~ can ~~drill into~~.		Browse implementation patterns, configuration guides, debugging heuristics, and battle-tested defaults for frameworks like vLLM, DeepSpeed, Megatron-LM, FlashAttention, Triton, Unsloth, LangChain, and many more. Every page is structured so both humans and AI agents can find what they need fast.

	~~Want to connect this knowledge base to~~ your AI coding agent~~? Follow~~ the [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide] ~~to plug in~~ your ~~favorite coding agent in under 2 minutes~~.		'''Connect your AI coding agent.''' Plug Leeroopedia into your favorite coding agent with the [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide]. Let it search docs, build plans, verify code, and diagnose failures on your behalf.

	~~Want to go~~ end-to-end? Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.		'''Go end-to-end.''' Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.

	== Browse by Category ==		== Browse by Category ==

Admin: Broaden agent references - remove specific tool names

2026-02-19T10:56:52Z

Broaden agent references - remove specific tool names

← Older revision		Revision as of 10:56, 19 February 2026
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	Whether you're fine-tuning LLMs, optimizing inference serving, building agents, or wiring up RAG pipelines — stop guessing at framework internals. '''Search docs''', '''build plans''', '''verify code''', '''diagnose training failures''', and '''look up battle-tested hyperparameter defaults'''. Every answer cites real KB pages you can drill into.		Whether you're fine-tuning LLMs, optimizing inference serving, building agents, or wiring up RAG pipelines — stop guessing at framework internals. '''Search docs''', '''build plans''', '''verify code''', '''diagnose training failures''', and '''look up battle-tested hyperparameter defaults'''. Every answer cites real KB pages you can drill into.

	Want to connect this knowledge base to your AI coding agent? Follow the [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide] to plug ~~into '''Claude Code''' or '''Cursor'''~~ in under 2 minutes.		Want to connect this knowledge base to your AI coding agent? Follow the [https://github.com/Leeroo-AI/leeroopedia-mcp Leeroopedia MCP setup guide] to plug in your favorite coding agent in under 2 minutes.

	Want to go end-to-end? Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.		Want to go end-to-end? Leeroopedia gives your agent the '''knowledge'''. [https://github.com/leeroo-ai/kapso '''Kapso'''] gives it the '''ability to act on it''': research, experiment, and deploy.