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103 artículos con esta etiqueta.
15 jun 2026
PUMA Vault — Home Dashboard
home
moc
navigation
puma
dashboard
academic-writing
ai-ethics
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ethics
evaluation
fleeting-note
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ict
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johnny-decimal
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local-llm
multi-agent
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rcoif
reading-method
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sdd
spec-driven-development
spec-kit
sprint
story-points
tawos
template
triage
vault
workflow
zettelkasten
15 jun 2026
📊 Dashboard — Research Progress
dashboard
research
progress
puma
dataview
bibliography
citation
code-review
github
glossary
gtd
literature-review
moc
navigation
obsidian
pipeline
prisma
slr
template
vault
15 jun 2026
Literature Note — Single-minus gluon tree amplitudes are nonzero (GPT-5.2 result)
literature-note
physics
ai-discovery
gpt-5
theoretical-physics
puma
academic-writing
ai-science
alphafold
automation
bibliography
citation
gpt
index
llm
moc
openai
plasma-physics
project-management
protein-folding
reasoning
research
15 jun 2026
Literature Note — Magnetic control of tokamak plasmas through deep reinforcement learning
literature-note
reinforcement-learning
plasma
fusion
ai-discovery
deepmind
puma
academic-writing
ai-science
alphafold
bibliography
chain-of-thought
citation
cot
issue-triage
metrics
moc
plasma-physics
precision-recall
protein-folding
reasoning
research
triage
15 jun 2026
Literature Note — Scaling deep learning for materials discovery (GNoME)
literature-note
materials-science
gnome
deepmind
ai-discovery
puma
academic-writing
ai-science
alphafold
bibliography
citation
graph-rag
issue-triage
knowledge-graph
moc
neural-network
project-management
protein-folding
quantitative-research
research
scientific-knowledge
triage
15 jun 2026
Literature Note — AlphaFold2: Highly accurate protein structure prediction
literature-note
alphafold
protein
ai-discovery
deepmind
puma
academic-writing
accuracy
agentic-science
ai-science
architecture
attention
bibliography
citation
gnome
graphcast
hypothesis
issue-triage
llm
materials-science
metrics
moc
permanent-note
project-management
protein-folding
research
research-methodology
transformer
triage
weather-prediction
15 jun 2026
Literature Note — AI for Scientific Discovery is a Social Problem
literature-note
ai-science
social-problem
governance
reproducibility
puma
academic-writing
ai-ethics
architecture
bibliography
citation
dataset
effort-estimation
ethics
human-in-the-loop
jira
moc
project-management
research
sprint
story-points
tawos
15 jun 2026
Literature Note — GraphCast: Learning skillful medium-range global weather forecasting
literature-note
weather
graphcast
deepmind
ai-science
puma
academic-writing
accuracy
agentic-science
alphafold
baseline
bibliography
citation
code-review
evaluation
github
graph-rag
issue-triage
jira
knowledge-graph
llm
metrics
moc
neural-network
permanent-note
project-management
protein-folding
research
triage
weather-prediction
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
Generative Agents: Interactive Simulacra of Human Behavior
literature
llm-agents
generative-agents
simulacra
human-behavior
multi-agent
memory
reflection
puma-core
agents
architecture
benchmark
citation
critical-thinking
effort-estimation
keshav
literature-note
llm
moc
project-management
research
social-simulation
story-points
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
Literature Note — Theory Is All You Need: AI, Human Cognition, and Causal Reasoning
literature-note
theory
ai-limits
causal-reasoning
critique
puma
academic-writing
accuracy
agentic-science
ai-science
alphafold
automation
bibliography
citation
code-review
gemini
github
google
hypothesis
llm
metrics
moc
project-management
protein-folding
reasoning
research
research-methodology
theory-generation
15 jun 2026
Literature Note — From AI for Science to Agentic Science: A Survey
literature-note
agentic-science
survey
ai-discovery
puma
academic-writing
benchmark
bibliography
citation
code-review
dataset
github
hypothesis
jira
moc
permanent-note
planning
project-management
research
research-methodology
smart-pmo
tawos
workflow
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
The Uniqueness Trap: How Project Management Resists Learning
literature
project-management
uniqueness-trap
megaprojects
cognitive-bias
reference-class-forecasting
puma-core
academic-writing
benchmark
citation
critical-thinking
effort-estimation
keshav
literature-note
moc
research
story-points
triage
scope-creep
cost-overrun
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
RAG 2.0: Olvida las alucinaciones de tu IA para SIEMPRE (tutorial Python)
video
rag
hallucination
python
tutorial
bibliography
citation
effort-estimation
embeddings
issue-triage
llama
meta
moc
para
retrieval
story-points
triage
vector-db
video-note
15 jun 2026
This EMBARRASSING AI-Generated Paper Exposed a Billion-Dollar Problem
video
research
hallucinations
integrity
marco-veritas
academic-writing
bibliography
citation
code-review
gemini
github
google
gpt
moc
openai
pipeline
video-note
15 jun 2026
I Compared Every Popular AI Literature Review Tool So You Don't Have To
video
research
tools
comparison
slr
accuracy
ai-tools
bibliography
citation
elicit
literature-review
metrics
moc
perplexity
pipeline
research-tools
semantic-scholar
video-note
15 jun 2026
Ditch The Old Google Scholar — This AI Method Finds Papers 10x Faster
video
research
google-scholar
semantic-scholar
discovery
bibliography
citation
literature-review
llm
metagpt
moc
navigation
pipeline
prisma
project-management
react
reasoning-action
research-tools
semantic-search
slr
video-note
15 jun 2026
How To Use Research Rabbit — Effortlessly Explore Literature for FREE!
video
research
research-rabbit
citation-graph
bibliography
citation
literature-review
llm
moc
pipeline
prisma
project-management
research-tools
semantic-search
slr
video-note
zotero
15 jun 2026
📦 Repository Notes — Verified Agent Frameworks and Tools
literature
tools
repositories
github
open-source
frameworks
academic-writing
agentscope
aiops
aiopslabs
api
architecture
autogen
benchmark
bibliography
bmad
carbon-footprint
citation
code-review
codecarbon
dataset
devops
effort-estimation
human-in-the-loop
issue-triage
jira
langchain
langgraph
literature-note
llm
local-llm
mcp
metagpt
moc
multi-agent
ollama
openhands
orchestration
project-management
protocol
rag
research
retrieval
scrum
security
smart-pmo
story-points
sustainability
tawos
template
triage
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 — 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
PARA, GTD, and Zettelkasten work as complementary engines, not competing systems
permanent-note
para
gtd
zettelkasten
johnny-decimal
methodology
knowledge-management
bibliography
citation
glossary
index
moc
obsidian
pipeline
puma
sdd
second-brain
spec-driven-development
vault
workflow
15 jun 2026
AI Use Log — Milestone 2 Research Session: AI and Scientific Knowledge
ai-use-log
marco-veritas
puma
academic-writing
ai-ethics
ai-science
ai-scientist
ai-tools
alphafold
anthropic
bibliography
citation
ethics
gemini
gnome
google
graphcast
literature-note
materials-science
moc
navigation
notebooklm
obsidian
permanent-note
perplexity
prisma-traice
protein-folding
research
research-tools
scientific-knowledge
smart-pmo
swarm-intelligence
vault
weather-prediction
zettelkasten
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
Semantic Scholar — Core PUMA Topic Search
prompt
semantic-scholar
literature-exploration
puma
slr
baseline
benchmark
bibliography
citation
dataset
effort-estimation
evaluation
ict
issue-triage
jira
literature-review
llm
metrics
moc
multi-agent
pipeline
precision-recall
prisma
project-management
prompt-template
research-tools
software-engineering
story-points
tawos
triage
zotero
15 jun 2026
arXiv — Frontier Scan for PUMA Topics
prompt
arxiv
preprints
literature-exploration
puma
academic-writing
aiops
automation
benchmark
bibliography
citation
dataset
devops
human-in-the-loop
literature-review
llm
moc
multi-agent
prisma
project-management
prompt-template
research
research-tools
semantic-scholar
slr
software-engineering
workflow
15 jun 2026
Research Rabbit — Seed Expansion for PUMA Corpus
prompt
research-rabbit
citation-network
snowballing
puma
agile
automation
benchmark
bibliography
carbon-footprint
citation
clustering
effort-estimation
human-in-the-loop
hypothesis
issue-triage
literature-review
masai
moc
multi-agent
orchestration
pipeline
prisma
project-management
prompt-template
react
reasoning-action
research-methodology
research-tools
slr
story-points
sustainability
swe-bench
triage
workflow
zotero
15 jun 2026
Elsevier / Scopus — Structured Database Search for PUMA
prompt
elsevier
scopus
mendeley
puma
boolean
academic-writing
aiops
automation
benchmark
bibliography
citation
dataset
devops
effort-estimation
human-in-the-loop
issue-triage
literature-review
llm
metrics
moc
multi-agent
precision-recall
prisma
project-management
prompt-template
research
research-tools
semantic-scholar
slr
story-points
triage
zotero
15 jun 2026
Connected Papers — Citation Map for PUMA
prompt
connected-papers
citation-map
scientific-mapping
puma
academic-writing
autogen
automation
benchmark
bibliography
citation
effort-estimation
human-in-the-loop
issue-triage
literature-review
llm
masai
metagpt
moc
multi-agent
observability
orchestration
pipeline
prisma
project-management
prompt-template
react
reasoning-action
research
research-tools
slr
story-points
swe-bench
tracing
triage
zotero
15 jun 2026
LitMaps — Temporal Evolution of PUMA Research Field
prompt
litmaps
timeline
temporal-analysis
puma
academic-writing
automation
benchmark
bibliography
carbon-footprint
citation
code-review
codecarbon
connected-papers
effort-estimation
github
human-in-the-loop
issue-triage
llm
local-llm
moc
multi-agent
observability
orchestration
project-management
prompt-template
react
reasoning-action
research-tools
story-points
sustainability
tracing
triage
zotero
15 jun 2026
Perplexity — Fast Evidence Map for PUMA
prompt
perplexity
evidence-map
scientific-mapping
puma
academic-writing
ai-tools
anthropic
benchmark
bibliography
citation
dataset
effort-estimation
issue-triage
jira
llama
llm
meta
metrics
moc
multi-agent
orchestration
precision-recall
project-management
prompt-template
prompting
rcoif
research
research-tools
software-engineering
story-points
triage
zotero
15 jun 2026
Elicit — Structured Data Extraction for PUMA SLR
prompt
elicit
data-extraction
slr
puma
academic-writing
accuracy
api
baseline
benchmark
bibliography
chain-of-thought
citation
cot
dataset
effort-estimation
evaluation
few-shot
github
hypothesis
issue-triage
jira
literature-review
llm
metrics
moc
pipeline
planning
precision-recall
prisma
prompt-engineering
prompt-template
quantitative-research
rag
research
research-methodology
research-tools
retrieval
story-points
tawos
triage
zero-shot
15 jun 2026
Zotero — Bibliographic Curation Protocol for PUMA
prompt
zotero
bibliography
curation
puma
apa7
academic-writing
aiops
benchmark
citation
dataset
devops
effort-estimation
issue-triage
literature-review
llm
moc
obsidian
prisma
project-management
prompt-template
research
research-tools
slr
story-points
triage
vault
15 jun 2026
ChatGPT — Zettelkasten Note Generation for PUMA
prompt
chatgpt
zettelkasten
permanent-notes
puma
bibliography
citation
dataset
fleeting-note
gpt
gtd
index
johnny-decimal
literature-note
moc
notebooklm
obsidian
openai
para
permanent-note
project-management
prompt-template
research-tools
vault
workflow
15 jun 2026
Perplexity — Claim Verification and Fact-Checking for PUMA
prompt
perplexity
fact-checking
verification
puma
marco-veritas
academic-writing
ai-tools
bibliography
citation
code-review
dataset
effect-size
github
jira
llm
metrics
moc
non-parametric
precision-recall
prompt-template
quantitative-research
reasoning
research
software-engineering
statistics
tawos
wilcoxon
15 jun 2026
Claude / ChatGPT — Academic Writing Prompts for PUMA Thesis
prompt
academic-writing
puma
rcoif
accuracy
ai-ethics
ai-tools
ami
anthropic
benchmark
bias
bibliography
carbon-footprint
citation
code-review
codecarbon
dataset
dsr
effort-estimation
ethics
gemini
github
google
gpt
human-in-the-loop
ict
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
moc
nlp
non-parametric
notebooklm
openai
perplexity
precision-recall
privacy
project-management
prompt-template
prompting
research
research-methodology
research-tools
software-engineering
statistics
story-points
sustainability
tawos
triage
wilcoxon
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
📖 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
Keywords — Category 5: Evaluation, Ethics, and Sustainability
keywords
evaluation
ethics
sustainability
puma
codecarbon
glossary
academic-writing
ai-ethics
api
benchmark
bias
bibliography
carbon-footprint
citation
critical-thinking
dataset
effort-estimation
human-in-the-loop
index
issue-triage
jira
llm
metrics
moc
planning
precision-recall
project-management
pydantic
python
quantitative-research
reasoning
red-teaming
research
smart-pmo
software-engineering
sprint
story-points
tawos
triage
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
📚 Bibliography: Spec-Driven Development (SDD) and Agentic Software Engineering
bibliography
apa7
references
supplement
verified
academic-writing
agentscope
agile
aiops
aiopslabs
architecture
autogen
automation
benchmark
chatdev
citation
devops
gaia
github
langgraph
llm
mas
masai
mcp
memgpt
metagpt
multi-agent
openhands
orchestration
planning
project-management
protocol
react
reasoning
reasoning-action
reinforcement-learning
research
root-cause-analysis
scheduling
security
swe-bench
tool-use
tree-of-thoughts
workflow
sdd
spec-driven-development
15 jun 2026
Bibliography Supplement — Milestone 2: AI and New Scientific Knowledge
bibliography
ai-science
agentic-science
apa7
verified
puma
academic-writing
ai-scientist
alphafold
automation
citation
gemini
gnome
google
gpt
graphcast
index
literature-review
materials-science
openai
plasma-physics
protein-folding
quantitative-research
reasoning
reinforcement-learning
research
scientific-knowledge
slr
weather-prediction
15 jun 2026
📚 Bibliography Supplement v3 — Verified New References
bibliography
apa7
references
supplement
verified
academic-writing
agentscope
agile
aiops
aiopslabs
architecture
autogen
automation
benchmark
chatdev
citation
devops
gaia
github
langgraph
llm
mas
masai
mcp
memgpt
metagpt
multi-agent
openhands
orchestration
planning
project-management
protocol
react
reasoning
reasoning-action
reinforcement-learning
research
root-cause-analysis
scheduling
security
swe-bench
tool-use
tree-of-thoughts
workflow
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 — AI and New Scientific Knowledge Generation
moc
ai-science
agentic-science
knowledge-generation
puma
ai-scientist
alphafold
anthropic
automation
bibliography
citation
critical-thinking
effort-estimation
gemini
gnome
google
gpt
graphcast
issue-triage
jira
llm
materials-science
notebooklm
openai
orchestration
pipeline
plasma-physics
project-management
protein-folding
red-teaming
reinforcement-learning
research-tools
scientific-knowledge
smart-pmo
story-points
triage
weather-prediction
zettelkasten
15 jun 2026
📊 MOC — LLM Benchmarks, PM-AI Convergence & Agent Architectures (v2)
moc
llm-benchmarks
pm-ai
agents
architectures
academic-writing
agentscope
aiops
aiopslabs
architecture
autogen
baseline
benchmark
bibliography
chain-of-thought
chatdev
citation
cot
critical-thinking
devops
embeddings
evaluation
gaia
github
gpt
langgraph
llm
local-llm
mas
masai
mcp
memgpt
memory
metagpt
multi-agent
navigation
ollama
openai
openhands
orchestration
project-management
protocol
rag
react
reasoning
reasoning-action
red-teaming
research
retrieval
root-cause-analysis
security
smart-pmo
software-engineering
swarm-intelligence
swe-bench
tree-of-thoughts
vector-db
workflow
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 — PUMA Full Technology Stack
moc
tools
stack
technology
puma
ollama
perplexity
zotero
academic-writing
ai-tools
anthropic
anythingllm
api
architecture
automation
benchmark
bibliography
chain-of-thought
cicd
citation
cot
crewai
dashboard
dataset
dev-tools
devops
docker
effort-estimation
elicit
embeddings
gemini
github
google
gpt
human-in-the-loop
ide
jira
knowledge-management
langgraph
literature-review
llama
llm
lm-studio
local-llm
meta
metrics
mistral
multi-agent
nlp
notebooklm
obsidian
openai
opencode
openhands
openspec
orchestration
pipeline
precision-recall
project-management
prompting
pydantic
python
rag
rcoif
react
reasoning
reasoning-action
research
research-tools
rest-api
retrieval
scrum
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
story-points
swe-bench
tawos
template
vault
vector-db
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 abr 2026
🌐 The Evolution of Agentic Software Engineering: An Analytical Study of Spec-Driven Development (SDD) and Its Impact on TIC Project Governance
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
sdd
spec-driven-development
01 mar 2026
Recommended Obsidian Plugins — PUMA Vault
meta
plugins
obsidian
setup
academic-writing
api
architecture
backlog
baseline
bibliography
checklist
citation
dashboard
data-formats
dataset
devops
docker
evaluation
fleeting-note
github
gtd
jira
json
kanban
literature-note
navigation
permanent-note
research
research-tools
tawos
template
vault
workflow
zettelkasten
zotero
01 mar 2026
Ollama — Local LLM Inference Engine
tool
ollama
local-llm
inference
reproducibility
academic-writing
anthropic
api
architecture
automation
bdd
benchmark
bibliography
checklist
citation
data-formats
dataset
dev-tools
effort-estimation
github
ict
ide
issue-triage
json
literature-note
llama
llm
meta
metrics
mistral
non-parametric
opencode
precision-recall
project-management
python
reasoning
refactoring
research
research-tools
rest-api
sdd
semantic-scholar
software-engineering
spec-driven-development
statistics
story-points
testing
triage
wilcoxon
01 mar 2026
Research Tools — Academic Discovery & Management
tool
research
perplexity
consensus
elicit
zotero
semantic-scholar
connected-papers
academic-writing
ai-tools
anythingllm
api
benchmark
bibliography
chain-of-thought
citation
cot
dataset
dsr
few-shot
jira
literature-note
literature-review
llm
local-llm
metrics
notebooklm
obsidian
pipeline
precision-recall
prisma
project-management
python
rag
research-methodology
research-tools
retrieval
semantic-search
slr
software-engineering
tawos
01 mar 2026
🌐 Web Resources — Blogs, Docs & Key Links
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
01 mar 2026
🌐 Web Resources — Blogs, Docs & Key Links
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
01 mar 2026
Writing Progress Tracker
writing
progress
chapters
academic-writing
bibliography
citation
code-review
github
glossary
gtd
moc
navigation
sprint
01 mar 2026
Prompt: Claude — EGI Guided Exploration
prompt
egi
exploration
panoramic-mapping
academic-writing
ami
anthropic
baseline
benchmark
bibliography
carbon-footprint
chain-of-thought
checklist
citation
codecarbon
cot
critical-thinking
dataset
drca
dsr
effort-estimation
evaluation
falsifiability
few-shot
gpt
hypothesis
ict
iipr
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
nlp
non-parametric
notebooklm
ollama
openai
permanent-note
planning
popper
precision-recall
project-management
prompt-template
prompting
rag
rcoif
reasoning
red-teaming
research
research-methodology
research-tools
retrieval
slr
software-engineering
statistics
story-points
sustainability
tawos
template
triage
validity
wilcoxon
zero-shot
zettelkasten
01 mar 2026
Prompt: Perplexity AI — State of the Art Discovery
prompt
perplexity
research
slr
state-of-art
academic-writing
agile
ai-tools
api
backlog
benchmark
bibliography
chain-of-thought
citation
code-review
cot
data-formats
dataset
effort-estimation
elicit
few-shot
github
gpt
issue-triage
jira
json
literature-review
llm
local-llm
openai
planning
prisma
project-management
prompt-template
prompting
python
quantitative-research
rcoif
research-tools
semantic-scholar
software-engineering
sprint
story-points
template
triage
workflow
zero-shot
zotero
01 mar 2026
Checklist: SLR Quality Assessment Criteria
checklist
slr
quality
prisma
ebse
academic-writing
ai-ethics
anthropic
api
baseline
bibliography
carbon-footprint
citation
codecarbon
data-formats
dataset
dev-tools
ethics
evaluation
ide
json
literature-review
local-llm
non-parametric
obsidian
ollama
prompting
python
rcoif
research
research-methodology
research-tools
statistics
sustainability
validity
wilcoxon
zotero
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
📇 Master Index — Johnny Decimal
index
johnny-decimal
navigation
master
academic-writing
ai-ethics
ami
anthropic
architecture
baseline
benchmark
bibliography
chain-of-thought
citation
code-review
contextual-anchoring
cornell-notes
cot
critical-thinking
dashboard
dataset
dev-tools
drca
dsr
effort-estimation
egi
embeddings
ethics
evaluation
falsifiability
few-shot
finer
github
glossary
gtd
hypothesis
iipr
issue-triage
jira
langgraph
literature-review
llm
local-llm
metrics
mit-ai-lab
moc
multi-agent
non-parametric
note-taking
obsidian
ollama
opencode
pipeline
popper
precision-recall
prisma
project-management
prompting
rag
rcoif
react
reasoning-action
red-teaming
research
research-methodology
retrieval
scrum
sdd
slr
spec-driven-development
statistics
story-points
tawos
template
triage
vault
vector-db
wilcoxon
workflow
wp316
zettelkasten
01 mar 2026
✅ Active Tasks — PUMA
gtd
tasks
active
academic-writing
ai-tools
api
architecture
baseline
bdd
benchmark
bibliography
carbon-footprint
chain-of-thought
citation
codecarbon
cot
dataset
effort-estimation
evaluation
few-shot
github
issue-triage
jira
literature-review
llama
local-llm
meta
metrics
mistral
non-parametric
obsidian
ollama
openspec
perplexity
precision-recall
prompt-engineering
puma
research
research-tools
sdd
slr
statistics
story-points
sustainability
tawos
template
triage
wilcoxon
zero-shot
zotero