PUMA Vault
Search
Buscar
Modo oscuro
Modo claro
Explorador
Etiqueta: reading-method
76 artículos con esta etiqueta.
15 jun 2026
PUMA Vault — Home Dashboard
home
moc
navigation
puma
dashboard
academic-writing
ai-ethics
ami
baseline
benchmark
bibliography
bmad
chain-of-thought
citation
cot
dataset
effort-estimation
egi
ethics
evaluation
fleeting-note
glossary
gtd
ict
index
issue-triage
jira
johnny-decimal
keshav
llm
local-llm
multi-agent
obsidian
openspec
para
pipeline
project-management
prompting
rcoif
reading-method
research
sdd
spec-driven-development
spec-kit
sprint
story-points
tawos
template
triage
vault
workflow
zettelkasten
15 jun 2026
AIDOaRt: AI-augmented Automation for DevOps, a Model-based Framework for Continuous Development in Cyber-Physical Systems
literature
aiops
devops
model-based
automation
cyber-physical
academic-writing
bibliography
cicd
citation
issue-triage
keshav
literature-note
llm
moc
pipeline
project-management
reading-method
research
software-engineering
triage
15 jun 2026
AIOpsLab: A Holistic Framework to Evaluate AI Agents for Enabling Autonomous Clouds
literature
aiops
benchmark
autonomous-cloud
microsoft
evaluation
puma-core
agentscope
aiopslabs
architecture
baseline
bibliography
citation
devops
github
issue-triage
jira
keshav
literature-note
literature-review
llm
moc
multi-agent
orchestration
pipeline
project-management
reading-method
slr
triage
15 jun 2026
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
literature
mcp
model-context-protocol
security
agentic-ai
standards
academic-writing
ai-ethics
api
architecture
bibliography
citation
ethics
github
jira
keshav
literature-note
mcp-security
moc
protocol
reading-method
research
smart-pmo
15 jun 2026
A Survey on the Impact of Emotions on the Productivity Among Software Developers
literature
developer-productivity
emotions
burnout
sentiment
software-engineering
automation
bibliography
citation
issue-triage
keshav
literature-note
llm
moc
project-management
reading-method
triage
15 jun 2026
MASAI: Modular Architecture for Software-Engineering AI Agents
literature
llm-agents
masai
software-engineering
modular
microsoft
puma-core
academic-writing
agents
architecture
benchmark
bibliography
citation
critical-thinking
effort-estimation
github
issue-triage
keshav
literature-note
llm
moc
multi-agent
orchestration
project-management
react
reading-method
reasoning
reasoning-action
red-teaming
research
scheduling
smart-pmo
story-points
swe-bench
triage
15 jun 2026
Authenticated Workflows: A Systems Approach to Protecting Agentic AI
literature
agentic-ai
security
authentication
workflows
governance
academic-writing
ai-ethics
architecture
bibliography
citation
ethics
github
human-in-the-loop
jira
keshav
literature-note
llm
moc
project-management
reading-method
research
smart-pmo
15 jun 2026
Automatic Root Cause Analysis via Large Language Models for Cloud Incidents
literature
aiops
root-cause-analysis
cloud-incidents
llm
microsoft
academic-writing
bibliography
citation
devops
issue-triage
keshav
literature-note
moc
observability
project-management
reading-method
reasoning
research
tracing
triage
15 jun 2026
Flow: Modularized Agentic Workflow Automation
literature
agentic-workflow
modular
automation
workflow
puma-core
academic-writing
architecture
benchmark
bibliography
citation
issue-triage
keshav
literature-note
llm
moc
pipeline
planning
project-management
reading-method
research
triage
15 jun 2026
GraphAgent: Agentic Graph Language Assistant
literature
graph-agent
knowledge-graph
agentic-ai
language-assistant
academic-writing
agents
bibliography
citation
graph-rag
keshav
literature-note
llm
llm-agents
moc
project-management
reading-method
research
sprint
15 jun 2026
HAIF: A Human-AI Integration Framework for Hybrid Team Operations
literature
human-ai-integration
hybrid-teams
collaboration
governance
hitl
puma-core
academic-writing
bibliography
citation
human-in-the-loop
keshav
literature-note
llm
moc
project-management
reading-method
research
15 jun 2026
The Society of HiveMind: Multi-Agent Optimization of Foundation Model Swarms to Unlock the Potential of Collective Intelligence
literature
swarm
multi-agent
optimization
collective-intelligence
foundation-models
academic-writing
architecture
bibliography
citation
issue-triage
keshav
literature-note
llm
mas
moc
project-management
reading-method
research
smart-pmo
swarm-intelligence
triage
15 jun 2026
Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
literature
multi-agent
heterogeneous-agents
collaboration
internet-of-agents
architecture
bibliography
citation
issue-triage
keshav
literature-note
llm
local-llm
mas
moc
ollama
planning
project-management
reading-method
triage
15 jun 2026
Intelligent Spark Agents: A Modular LangGraph Framework for Scalable, Visualized, and Enhanced Big Data Machine Learning Workflows
literature
langgraph
modular
spark
big-data
ml-workflows
academic-writing
bibliography
citation
database
issue-triage
keshav
literature-note
moc
orchestration
pipeline
rag
reading-method
research
retrieval
sql
triage
workflow
15 jun 2026
SWE-bench: Can Language Models Resolve Real-World GitHub Issues?
literature
benchmark
swe-bench
github
software-engineering
puma-core
academic-writing
bibliography
citation
dataset
jira
keshav
literature-note
llm
masai
moc
project-management
reading-method
research
tawos
15 jun 2026
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution
literature
multi-agent
github-issues
software-engineering
issue-resolution
puma-core
academic-writing
agents
benchmark
bibliography
citation
github
issue-triage
keshav
literature-note
llm
llm-agents
moc
pipeline
project-management
reading-method
research
swe-bench
triage
15 jun 2026
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey
literature
survey
agent-architectures
reasoning
planning
tool-calling
puma-core
academic-writing
agents
architecture
benchmark
bibliography
chain-of-thought
citation
cot
critical-thinking
effort-estimation
gpt
keshav
literature-note
llm
llm-agents
local-llm
masai
metagpt
moc
multi-agent
ollama
openai
orchestration
project-management
rag
react
reading-method
reasoning-action
red-teaming
research
retrieval
story-points
tool-use
tree-of-thoughts
15 jun 2026
A Taxonomy of Architecture Options for Foundation Model-based Agents: Analysis and Decision Model
literature
taxonomy
agent-architectures
foundation-models
decision-model
puma-core
academic-writing
agents
architecture
bibliography
citation
keshav
literature-note
llm
llm-agents
memory
moc
multi-agent
project-management
reading-method
research
15 jun 2026
Orchestrating Human-AI Teams: The Manager Agent as a Unifying Challenge
literature
manager-agent
human-ai-teams
orchestration
multi-agent
puma-core
academic-writing
bibliography
bmad
citation
gpt
issue-triage
keshav
literature-note
llm
moc
openai
planning
project-management
reading-method
reasoning
research
smart-pmo
triage
15 jun 2026
LLMOrbit: A Circular Taxonomy of Large Language Models — From Scaling Walls to Agentic AI Systems
literature
taxonomy
llm
scaling
agentic-ai
survey
academic-writing
bibliography
chain-of-thought
citation
cot
few-shot
keshav
literature-note
llama
meta
mistral
moc
project-management
reading-method
research
zero-shot
15 jun 2026
OpenHands: An Open Platform for AI Software Developers as Generalist Agents
literature
open-source
platform
ai-agents
software-engineering
openhands
agents
architecture
benchmark
bibliography
citation
github
keshav
literature-note
llm
llm-agents
moc
multi-agent
project-management
reading-method
smart-pmo
swe-bench
tool-use
15 jun 2026
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
literature
llm-reasoning
tree-of-thoughts
planning
deliberation
prompting
backlog
bibliography
chain-of-thought
citation
cot
issue-triage
keshav
literature-note
llm
moc
project-management
reading-method
reasoning
triage
15 jun 2026
DynTaskMAS: A Dynamic Task Graph-driven Framework for Asynchronous and Parallel LLM-based Multi-Agent Systems
literature
multi-agent
dynamic-tasks
task-graph
asynchronous
parallel
puma-core
academic-writing
architecture
backlog
bibliography
citation
issue-triage
keshav
literature-note
llm
mas
moc
project-management
reading-method
research
smart-pmo
triage
15 jun 2026
AgentScope: A Flexible yet Robust Multi-Agent Platform
literature
multi-agent
agentscope
alibaba
platform
framework
puma-core
api
autogen
backlog
bibliography
citation
dev-tools
issue-triage
keshav
langgraph
literature-note
llm
local-llm
mas
moc
ollama
opencode
orchestration
pipeline
project-management
reading-method
rest-api
smart-pmo
triage
15 jun 2026
MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework
literature
multi-agent
metagpt
software-engineering
roles
puma-core
architecture
artefact
benchmark
bibliography
bmad
citation
dsr
ict
issue-triage
keshav
literature-note
llm
mas
moc
pipeline
planning
project-management
react
reading-method
reasoning-action
sdd
smart-pmo
spec-driven-development
sprint
triage
workflow
15 jun 2026
GAIA: A Benchmark for General AI Assistants
literature
benchmark
gaia
general-ai
evaluation
bibliography
citation
gpt
issue-triage
keshav
literature-note
llm
moc
openai
planning
project-management
reading-method
reasoning
sprint
tool-use
triage
15 jun 2026
MemGPT: Towards LLMs as Operating Systems
literature
llm-agents
memory
operating-system
context-management
agents
architecture
bibliography
citation
keshav
literature-note
llm
memgpt
moc
project-management
rag
reading-method
retrieval
smart-pmo
sprint
15 jun 2026
ChatDev: Communicative Agents for Software Development
literature
multi-agent
chatdev
software-development
communication
architecture
bibliography
citation
keshav
literature-note
llm
mas
metagpt
moc
project-management
reading-method
15 jun 2026
Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents
literature
multi-agent
survey
collaboration
llm
puma-core
academic-writing
architecture
autogen
bibliography
citation
keshav
literature-note
mas
metagpt
moc
orchestration
project-management
reading-method
research
research-tools
semantic-scholar
15 jun 2026
AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
literature
multi-agent
autogen
microsoft
conversation
framework
puma-core
bibliography
bmad
chatdev
citation
crewai
human-in-the-loop
keshav
langgraph
literature-note
llm
mas
metagpt
moc
project-management
reading-method
smart-pmo
15 jun 2026
ReAct: Synergizing Reasoning and Acting in Language Models
literature
llm-agents
react
reasoning
acting
prompting
puma-core
academic-writing
agents
api
architecture
benchmark
bibliography
chain-of-thought
citation
cot
critical-thinking
effort-estimation
embeddings
few-shot
fine-tuning
issue-triage
jira
keshav
literature-note
llm
moc
multi-agent
permanent-note
project-management
rag
reading-method
reasoning-action
red-teaming
research
retrieval
sdd
smart-pmo
spec-driven-development
story-points
triage
vector-db
15 jun 2026
Quiet-STaR: Language Models Can Teach Themselves to Think Before Speaking
literature
llm-reasoning
chain-of-thought
self-training
thinking
academic-writing
bibliography
citation
cot
fine-tuning
keshav
literature-note
llm
moc
project-management
reading-method
reasoning
research
supervised-learning
unsupervised-learning
zero-shot
15 jun 2026
Reproducibility of LLM Studies in Software Engineering
literature
reproducibility
llm
se
benchmark
puma-core
academic-writing
api
architecture
bibliography
citation
code-review
critical-thinking
effort-estimation
github
keshav
literature-note
literature-review
moc
obsidian
permanent-note
reading-method
red-teaming
research
slr
software-engineering
story-points
vault
zettelkasten
15 jun 2026
Request Formats and Effort Estimation with LLMs
literature
effort-estimation
prompting
llm
puma-core
academic-writing
baseline
benchmark
bibliography
chain-of-thought
citation
code-review
cot
dataset
evaluation
few-shot
github
hypothesis
jira
keshav
literature-note
moc
permanent-note
project-management
reading-method
research
research-methodology
software-engineering
story-points
tawos
zero-shot
15 jun 2026
Cognitive Agents for Agile Software Project Management
literature
llm-agents
agile
project-management
benchmark
puma-core
academic-writing
api
bibliography
carbon-footprint
chain-of-thought
citation
code-review
codecarbon
cot
critical-thinking
dataset
effort-estimation
github
gpt
hypothesis
issue-triage
jira
keshav
literature-note
literature-review
llm
metrics
moc
openai
permanent-note
planning
precision-recall
reading-method
red-teaming
research
research-methodology
slr
sprint
story-points
sustainability
tawos
triage
15 jun 2026
Toward Agentic Software Project Management: A Vision and Roadmap
literature
agentic-pm
software-project-management
multi-agent
vision
puma-core
academic-writing
benchmark
bibliography
bmad
citation
code-review
github
human-in-the-loop
hypothesis
keshav
literature-note
llm
moc
project-management
reading-method
research
research-methodology
sdd
smart-pmo
spec-driven-development
15 jun 2026
Cognitive Agents Powered by Large Language Models for Agile Software Project Management
literature
cognitive-agents
agile-pm
llm
benchmark
puma-core
academic-writing
agile
api
architecture
bibliography
carbon-footprint
chain-of-thought
citation
code-review
codecarbon
cot
critical-thinking
effort-estimation
few-shot
github
gpt
hypothesis
issue-triage
keshav
literature-note
literature-review
local-llm
metrics
moc
obsidian
ollama
openai
planning
precision-recall
project-management
reading-method
red-teaming
research
research-methodology
slr
sprint
story-points
sustainability
triage
vault
zero-shot
15 jun 2026
Future of Work with AI Agents: Auditing Automation and Augmentation Potential across the U.S. Workforce
literature
future-of-work
ai-agents
automation
augmentation
workforce
ai-ethics
bibliography
citation
ethics
issue-triage
keshav
literature-note
llm
moc
project-management
reading-method
triage
15 jun 2026
How to Do Research at the MIT AI Lab
literature
research-methodology
mit-ai-lab
keshav
reading-method
puma-core
academic-writing
ami
bibliography
chain-of-thought
checklist
citation
cot
dataset
drca
egi
falsifiability
literature-note
literature-review
obsidian
permanent-note
popper
project-management
prompting
qualitative-research
rcoif
reasoning
research
slr
vault
wp316
15 jun 2026
A Multi-Agent System for Distributed Multi-Project Scheduling with Two-Stage Decomposition
literature
scheduling
multi-agent
multi-project
resource-allocation
distributed
academic-writing
architecture
backlog
bibliography
citation
issue-triage
keshav
literature-note
llm
mas
moc
orchestration
project-management
reading-method
research
smart-pmo
triage
15 jun 2026
A Multi-Agent Reinforcement Learning Scheduling Algorithm Integrating State Graph and Task Graph Structural Modeling for Ride-Sharing Dispatching
literature
scheduling
multi-agent
reinforcement-learning
state-graph
task-graph
academic-writing
backlog
bibliography
citation
dataset
graph-rag
keshav
knowledge-graph
literature-note
llm
mas
moc
neural-network
project-management
reading-method
research
smart-pmo
sprint
15 jun 2026
The only AutoResearch tutorial you'll ever need
video
agents
karpathy
autoresearch
tutorial
anthropic
dev-tools
hypothesis
ide
keshav
metrics
moc
obsidian
pipeline
precision-recall
reading-method
research-methodology
vault
video-note
15 jun 2026
LM Studio + AnythingLLM: Process Local Documents with RAG Like a Pro!
video
rag
anythingllm
lm-studio
local
academic-writing
embeddings
keshav
literature-review
llm
local-llm
metrics
moc
ollama
precision-recall
privacy
reading-method
research
retrieval
slr
vector-db
video-note
15 jun 2026
🤖 Tools — AI Assistants & LLM Models
tools
llm
ai-assistants
chatgpt
ollama
puma
anthropic
api
architecture
benchmark
bias
bibliography
bmad
chain-of-thought
citation
cot
dev-tools
effort-estimation
ethics
gemini
google
gpt
issue-triage
keshav
literature-note
llama
lm-studio
local-llm
meta
metrics
mistral
moc
multi-agent
notebooklm
openai
opencode
precision-recall
project-management
prompt-engineering
prompting
rag
rcoif
reading-method
reasoning
research-tools
rest-api
retrieval
story-points
triage
15 jun 2026
📋 Tools — Documentation, Organisation & Productivity
tools
documentation
obsidian
notion
excalidraw
grammarly
puma
academic-writing
api
architecture
automation
bibliography
citation
github
gtd
index
johnny-decimal
kanban
keshav
knowledge-management
langgraph
literature-note
literature-review
metrics
moc
multi-agent
para
pipeline
precision-recall
reading-method
research
research-tools
slr
sprint
template
vault
zettelkasten
zotero
15 jun 2026
🗃️ Tools — RAG Systems & Vector Databases
tools
rag
vector-database
qdrant
chromadb
llamaindex
embeddings
puma
academic-writing
anythingllm
api
chain-of-thought
cot
devops
docker
index
issue-triage
jira
keshav
langchain
literature-note
literature-review
llama
llm
local-llm
memory
meta
metrics
moc
notebooklm
ollama
pipeline
precision-recall
privacy
project-management
python
react
reading-method
reasoning-action
research
research-tools
retrieval
semantic-search
slr
triage
vector-db
workflow
15 jun 2026
🔍 Tools — Research Discovery & Bibliographic Management
tools
research
bibliography
slr
zotero
semantic-scholar
puma
academic-writing
ai-tools
aiops
autogen
chain-of-thought
citation
connected-papers
cot
dataset
devops
elicit
gpt
ict
index
jira
keshav
langgraph
literature-note
literature-review
llama
llm
local-llm
mas
meta
metagpt
metrics
mistral
moc
multi-agent
obsidian
ollama
openai
perplexity
pipeline
precision-recall
prisma
project-management
react
reading-method
reasoning-action
research-tools
root-cause-analysis
semantic-search
software-engineering
tawos
vault
15 jun 2026
🗃️ Zettelkasten Hub — PUMA Research Knowledge Base
zettelkasten
hub
moc
knowledge-base
puma
agentic-science
ami
bdd
bmad
chain-of-thought
cornell-notes
cot
critical-thinking
drca
dsr
effort-estimation
egi
embeddings
few-shot
finer
fleeting-note
github
graph-rag
gtd
iipr
index
issue-triage
keshav
knowledge-graph
literature-note
literature-review
llm
metrics
multi-agent
navigation
non-parametric
note-taking
obsidian
para
permanent-note
precision-recall
prisma
prompting
rag
rcoif
react
reading-method
reasoning
reasoning-action
red-teaming
research-methodology
retrieval
sdd
slr
spec-driven-development
statistics
story-points
triage
vault
vector-db
wilcoxon
15 jun 2026
Active reading turns passive information into actionable knowledge through deliberate questioning
permanent-note
reading
cognition
research-methodology
mit-ai-lab
keshav
academic-writing
ai-tools
anthropic
elicit
gtd
literature-review
moc
notebooklm
para
perplexity
pipeline
reading-method
research
research-tools
slr
wp316
zettelkasten
15 jun 2026
PN — The MIT 'How to Do Research' method (complete)
permanent-note
research-methodology
reading-method
puma
15 jun 2026
The MIT AI Lab three questions (Q1/Q2/Q3) activate deep reading when combined with Keshav Three-Pass as the PUMA research protocol
permanent-note
keshav
mit-ai-lab
reading-method
research-methodology
wp316
academic-writing
ami
benchmark
drca
egi
falsifiability
fleeting-note
hypothesis
ict
iipr
literature-note
literature-review
llm
moc
pipeline
popper
project-management
prompt-engineering
prompting
rcoif
research
slr
template
validity
15 jun 2026
Keshav Three-Pass and MIT AI Lab Three Questions: An Integrated Academic Reading Protocol for PUMA
permanent-note
keshav
paper-reading
methodology
literature
academic-writing
ami
benchmark
drca
egi
falsifiability
fleeting-note
hypothesis
ict
iipr
literature-note
literature-review
llm
mit-ai-lab
moc
pipeline
popper
project-management
prompt-engineering
prompting
rcoif
reading-method
research
slr
template
validity
vault
wp316
zettelkasten
15 jun 2026
🤖 BMAD Agent Roster — PUMA Project
bmad
agents
agentic
multi-agent
puma
agile
ai-ethics
ai-tools
anthropic
architecture
backlog
benchmark
bias
carbon-footprint
checklist
codecarbon
cornell-notes
critical-thinking
dataset
dev-tools
effort-estimation
ethics
falsifiability
finer
github
human-in-the-loop
hypothesis
ide
issue-triage
jira
keshav
langgraph
literature-review
local-llm
mas
metrics
moc
non-parametric
note-taking
obsidian
ollama
openhands
openspec
orchestration
perplexity
planning
popper
precision-recall
prisma
project-management
python
reading-method
red-teaming
research-methodology
research-tools
scrum
sdd
semantic-scholar
slr
smart-pmo
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
vault
wilcoxon
workflow
15 jun 2026
📖 Keshav Three-Pass Reading Log
keshav
literature
reading
systematic
academic-writing
agile
benchmark
chain-of-thought
cornell-notes
cot
critical-thinking
dataset
dsr
effort-estimation
few-shot
finer
jira
literature-review
llm
mit-ai-lab
non-parametric
note-taking
permanent-note
prisma
project-management
reading-method
red-teaming
research
research-methodology
slr
software-engineering
sprint
statistics
story-points
tawos
template
wilcoxon
wp316
15 jun 2026
📖 MIT AI Lab Q1/Q2/Q3 — Applied Reading Log
mit-ai-lab
wp316
reading
research
active-reading
puma
academic-writing
accuracy
agile
api
baseline
carbon-footprint
chain-of-thought
checklist
codecarbon
cot
critical-thinking
dataset
effort-estimation
evaluation
falsifiability
few-shot
gpt
hypothesis
issue-triage
jira
keshav
literature-review
llama
local-llm
meta
metrics
mistral
ollama
openai
permanent-note
planning
popper
precision-recall
project-management
rag
reading-method
reasoning
red-teaming
research-methodology
retrieval
slr
software-engineering
sprint
story-points
sustainability
tawos
triage
validity
zero-shot
15 jun 2026
🤖 BMAD Agent Prompts — PUMA Project
bmad
prompts
agents
rcoif
cdd
puma
academic-writing
agile
api
architecture
baseline
benchmark
bibliography
carbon-footprint
chain-of-thought
checklist
citation
codecarbon
cot
data-formats
dataset
drca
effect-size
effort-estimation
egi
evaluation
falsifiability
few-shot
github
gtd
human-in-the-loop
ict
issue-triage
jira
json
keshav
literature-review
llama
llm
local-llm
meta
metrics
mistral
multi-agent
non-parametric
ollama
openspec
planning
popper
precision-recall
project-management
prompt-template
prompting
python
reading-method
research
research-methodology
rest-api
sdd
slr
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
zero-shot
15 jun 2026
Keshav's Three-Pass Method — Paper Reading Protocol for PUMA
prompt
keshav
three-pass
reading
puma
academic-writing
accuracy
anthropic
baseline
benchmark
dataset
dsr
evaluation
hypothesis
jira
literature-note
literature-review
metrics
moc
non-parametric
notebooklm
permanent-note
precision-recall
prompt-template
quantitative-research
reading-method
research
research-methodology
research-tools
slr
statistics
tawos
validity
wilcoxon
zettelkasten
15 jun 2026
OpenCode — Literature Synthesis with RCOIF Framework
prompt
rcoif
synthesis
keshav
puma
academic-writing
ami
anthropic
automation
benchmark
code-review
dataset
dsr
effort-estimation
github
human-in-the-loop
hypothesis
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
ollama
pipeline
precision-recall
project-management
prompt-template
prompting
reading-method
research
research-methodology
slr
software-engineering
story-points
tawos
triage
15 jun 2026
NotebookLM — Corpus-Grounded Extraction for PUMA
prompt
notebooklm
rag
corpus-grounded
puma
academic-writing
code-review
effort-estimation
github
issue-triage
keshav
literature-review
llm
moc
prisma
project-management
prompt-template
reading-method
research
research-tools
retrieval
slr
story-points
template
triage
15 jun 2026
Gemini — Conceptual Model Building for PUMA
prompt
gemini
conceptual-model
dsr
puma
academic-writing
artefact
benchmark
clustering
dataset
few-shot
fine-tuning
google
hypothesis
keshav
literature-review
moc
multi-agent
obsidian
planning
project-management
prompt-template
reading-method
research
research-methodology
slr
sprint
vault
15 jun 2026
🔄 Workflow — MIT AI Lab Q1/Q2/Q3 + Keshav Integrated Reading
workflow
keshav
mit-ai-lab
wp316
reading
slr
puma
academic-writing
ai-tools
ami
anthropic
bibliography
citation
dataset
drca
egi
elicit
fleeting-note
jira
literature-note
literature-review
moc
permanent-note
perplexity
prisma
project-management
prompting
rcoif
reading-method
research
research-methodology
research-tools
tawos
template
validity
zotero
15 jun 2026
📖 PUMA Vault — Master Glossary
glossary
reference
definitions
academic-writing
agile
ai-tools
ami
anythingllm
api
artefact
backlog
baseline
bdd
benchmark
bias
bmad
carbon-footprint
chain-of-thought
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
critical-thinking
data-formats
dataset
dev-tools
drca
dsr
effect-size
effort-estimation
egi
elicit
embeddings
ethics
evaluation
few-shot
fine-tuning
finer
github
gpt
gtd
human-in-the-loop
ict
iipr
index
issue-triage
jira
johnny-decimal
json
keshav
knowledge-management
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
memory
meta
metrics
mistral
moc
multi-agent
navigation
neural-network
non-parametric
note-taking
obsidian
ollama
one-shot
openai
opencode
openspec
orchestration
para
perplexity
pipeline
precision-recall
prisma
project-management
prompt-engineering
prompting
puma
python
rag
rcoif
reading-method
reasoning
red-teaming
research
research-methodology
research-tools
rest-api
retrieval
sdd
slr
smart-pmo
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
vault
vector-db
wilcoxon
workflow
zero-shot
zettelkasten
15 jun 2026
📖 Glossary Supplement v2 — Extended Technical Terms
glossary
reference
definitions
supplement
academic-writing
accuracy
agentscope
ai-tools
aiops
ami
anthropic
api
architecture
auc
autogen
backlog
baseline
benchmark
bias
chain-of-thought
cot
crewai
data-formats
dataset
devops
drca
effect-size
effort-estimation
egi
embeddings
ethics
evaluation
few-shot
fine-tuning
github
gpt
human-in-the-loop
hypothesis
ict
iipr
issue-triage
jira
json
keshav
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
mas
memory
meta
metrics
mistral
mit-ai-lab
multi-agent
nlp
non-parametric
ollama
one-shot
openai
orchestration
perplexity
pipeline
planning
precision-recall
project-management
prompting
python
rag
rcoif
react
reading-method
reasoning
reasoning-action
reinforcement-learning
research
research-methodology
rest-api
retrieval
security
slr
software-engineering
sprint
statistics
story-points
supervised-learning
swarm-intelligence
swe-bench
tawos
tool-use
transformer
tree-of-thoughts
triage
validity
vector-db
wilcoxon
wp316
zero-shot
15 jun 2026
📖 Glossary — Tools & Platforms (Supplement v4)
glossary
tools
platforms
supplement
academic-writing
ai-tools
anythingllm
api
architecture
automation
bibliography
carbon-footprint
chain-of-thought
cicd
citation
codecarbon
cornell-notes
cot
crewai
dataset
dev-tools
devops
docker
elicit
embeddings
github
human-in-the-loop
ide
index
issue-triage
jira
keshav
knowledge-management
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
mas
meta
metrics
mistral
multi-agent
note-taking
notebooklm
obsidian
ollama
opencode
openhands
openspec
orchestration
perplexity
pipeline
planning
precision-recall
project-management
pydantic
python
rag
react
reading-method
reasoning
reasoning-action
research
research-tools
rest-api
retrieval
sdd
semantic-scholar
semantic-search
slr
spec-driven-development
sprint
sustainability
tawos
triage
vector-db
zotero
15 jun 2026
Keywords — Category 3: Research Methodology and Academic Rigor
keywords
research-methodology
slr
dsr
prisma
puma
glossary
academic-writing
anthropic
artefact
benchmark
bibliography
checklist
citation
cornell-notes
dataset
effect-size
effort-estimation
embeddings
falsifiability
finer
grounded-theory
hypothesis
index
issue-triage
jira
keshav
literature-review
llm
metrics
moc
non-parametric
note-taking
pipeline
popper
precision-recall
project-management
qualitative-research
reading-method
research
research-tools
semantic-scholar
semantic-search
smart-pmo
software-engineering
sprint
statistics
story-points
tawos
triage
vector-db
wilcoxon
15 jun 2026
📚 Master Bibliography — APA 7th Edition
bibliography
apa7
references
zotero
academic-writing
agile
ai-ethics
benchmark
carbon-footprint
chain-of-thought
citation
codecarbon
cot
dataset
dsr
effort-estimation
ethics
fairness
falsifiability
few-shot
github
gtd
jira
keshav
knowledge-management
literature-review
llama
llm
local-llm
meta
mistral
mit-ai-lab
multi-agent
nlp
non-parametric
ollama
popper
prisma
project-management
rag
reading-method
reasoning
research
research-methodology
research-tools
retrieval
sdd
second-brain
slr
software-engineering
spec-driven-development
sprint
statistics
story-points
sustainability
tawos
wilcoxon
workflow
wp316
15 jun 2026
🔢 Johnny Decimal Master Index — PUMA Vault
johnny-decimal
index
navigation
structure
academic-writing
ai-ethics
ami
anthropic
architecture
bibliography
bmad
chain-of-thought
citation
code-review
cornell-notes
cot
critical-thinking
dashboard
dataset
dev-tools
drca
dsr
effort-estimation
egi
embeddings
ethics
few-shot
finer
fleeting-note
github
glossary
gtd
hypothesis
iipr
issue-triage
jira
kanban
keshav
literature-note
literature-review
llm
local-llm
moc
multi-agent
non-parametric
note-taking
obsidian
ollama
opencode
openspec
para
permanent-note
pipeline
prisma
project-management
prompting
puma
rag
rcoif
reading-method
red-teaming
research
research-methodology
retrieval
sdd
slr
smart-pmo
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
tawos
template
triage
vault
vector-db
wilcoxon
workflow
zettelkasten
15 jun 2026
MOC — PUMA Keywords Master Index
moc
keywords
glossary
puma
search-strings
ai-ethics
aiops
architecture
automation
benchmark
carbon-footprint
codecarbon
dataset
devops
dsr
effort-estimation
ethics
human-in-the-loop
index
issue-triage
keshav
langgraph
literature-review
llm
local-llm
mas
mcp
metrics
multi-agent
navigation
obsidian
ollama
pipeline
precision-recall
prisma
project-management
protocol
pydantic
python
rag
reading-method
research-methodology
research-tools
retrieval
slr
smart-pmo
software-engineering
story-points
sustainability
swarm-intelligence
triage
zotero
15 jun 2026
🗺️ MOC — PUMA Master Map
moc
puma
master
navigation
academic-writing
agentic-science
ai-science
ami
architecture
backlog
bdd
benchmark
bibliography
bmad
chain-of-thought
citation
code-review
cornell-notes
cot
critical-thinking
dashboard
dataset
drca
dsr
effort-estimation
egi
embeddings
few-shot
finer
github
glossary
gtd
hypothesis
ict
iipr
index
issue-triage
jira
keshav
literature-review
llama
llm
meta
metagpt
metrics
mistral
mit-ai-lab
multi-agent
non-parametric
note-taking
obsidian
para
pipeline
planning
precision-recall
prisma
project-management
prompting
rag
rcoif
react
reading-method
reasoning
reasoning-action
red-teaming
research
research-methodology
retrieval
scientific-knowledge
sdd
slr
smart-pmo
spec-driven-development
statistics
story-points
tawos
tree-of-thoughts
triage
vault
vector-db
wilcoxon
workflow
wp316
zero-shot
zettelkasten
15 jun 2026
🗃️ MOC — Zettelkasten PUMA Knowledge Graph
moc
zettelkasten
knowledge-graph
puma
agentic-science
ai-science
ami
bmad
chain-of-thought
cornell-notes
cot
critical-thinking
drca
dsr
egi
embeddings
few-shot
finer
fleeting-note
github
graph-rag
gtd
iipr
index
keshav
literature-note
literature-review
llm
metagpt
mit-ai-lab
multi-agent
navigation
non-parametric
note-taking
obsidian
openspec
para
permanent-note
prisma
project-management
prompting
rag
rcoif
react
reading-method
reasoning
reasoning-action
red-teaming
research-methodology
retrieval
scientific-knowledge
sdd
slr
smart-pmo
software-engineering
spec-driven-development
spec-kit
statistics
tree-of-thoughts
vault
vector-db
wilcoxon
wp316
15 jun 2026
PUMA Vault — Complete User Guide
guide
vault
obsidian
methodology
academic-writing
agile
ai-ethics
architecture
benchmark
bibliography
bmad
carbon-footprint
checklist
citation
code-review
codecarbon
dashboard
dsr
effort-estimation
embeddings
ethics
fleeting-note
github
glossary
gtd
hypothesis
ict
index
issue-triage
johnny-decimal
kanban
keshav
knowledge-management
literature-note
literature-review
llm
local-llm
metrics
moc
multi-agent
navigation
openspec
para
permanent-note
pipeline
precision-recall
prompt-engineering
prompting
puma
rag
rcoif
reading-method
research
research-methodology
research-tools
retrieval
sdd
slr
spec-driven-development
spec-kit
sprint
story-points
sustainability
template
triage
vector-db
workflow
zettelkasten
zotero
01 may 2026
🧠 MOC — Methods & Frameworks
moc
methods
frameworks
methodology
academic-writing
ami
architecture
artefact
benchmark
bmad
chain-of-thought
contextual-anchoring
cornell-notes
cot
drca
dsr
effect-size
effort-estimation
egi
few-shot
finer
github
gtd
iipr
index
issue-triage
johnny-decimal
keshav
knowledge-management
literature-review
llm
mit-ai-lab
multi-agent
non-parametric
note-taking
obsidian
one-shot
openspec
para
permanent-note
pipeline
prisma
prompting
rcoif
reading-method
research
research-methodology
sdd
slr
spec-driven-development
spec-kit
statistics
story-points
template
triage
vault
wilcoxon
workflow
wp316
zero-shot
zettelkasten
06 abr 2026
SRC: Keshav (2007) — How to Read a Paper
source-note
keshav
reading-method
research-methodology
academic-writing
research
06 abr 2026
PER: Srinivasan Keshav
person-note
keshav
research-methodology
academic-writing
literature-review
moc
person
pipeline
reading-method
research
slr
01 mar 2026
💬 MOC — Prompts Library
moc
prompts
ai-tools
rcoif
few-shot
cot
research-workflow
puma
tools
academic-writing
ami
anthropic
anythingllm
architecture
artefact
automation
bdd
benchmark
bibliography
bmad
carbon-footprint
chain-of-thought
citation
codecarbon
connected-papers
context-engineering
contextual-anchoring
critical-thinking
dataset
dev-tools
drca
dsr
effort-estimation
egi
elicit
gemini
github
google
gpt
grounded-theory
hypothesis
ide
iipr
index
issue-triage
jira
keshav
literature-review
llm
local-llm
metrics
multi-agent
navigation
non-parametric
notebooklm
ollama
openai
opencode
openhands
openspec
perplexity
pipeline
precision-recall
prisma
project-management
prompt-engineering
prompting
rag
reading-method
reasoning
red-teaming
refactoring
research
research-methodology
research-rabbit
research-tools
retrieval
sdd
semantic-scholar
semantic-search
slr
spec-driven-development
statistics
story-points
sustainability
tawos
triage
wilcoxon
workflow
zero-shot
zettelkasten
zotero
01 mar 2026
🔬 MOC — Research Pipeline
moc
research
ebse
dsr
slr
prisma
pipeline
academic-writing
ami
architecture
artefact
bdd
bmad
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
critical-thinking
drca
effort-estimation
egi
falsifiability
few-shot
finer
github
human-in-the-loop
hypothesis
iipr
keshav
literature-review
llm
metrics
mit-ai-lab
multi-agent
non-parametric
note-taking
openspec
popper
precision-recall
prompting
rcoif
reading-method
red-teaming
research-methodology
sdd
spec-driven-development
spec-kit
statistics
story-points
sustainability
tdd
validity
wilcoxon
workflow
wp316