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Etiqueta: smart-pmo
74 artículos con esta etiqueta.
15 jun 2026
Literature Note — The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery
literature-note
ai-scientist
agentic-science
automated-research
puma
academic-writing
architecture
automation
benchmark
dataset
issue-triage
jira
llm
moc
multi-agent
pipeline
project-management
research
smart-pmo
sprint
tawos
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
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
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
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
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
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 — 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
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
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
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
ITIL Foundation: ITIL 4 Edition
literature
itil
itil4
service-management
sla
incident-management
ticket-triage
value-chain
smart-pmo
puma-core
standards
mttd
mttr
literature-note
moc
15 jun 2026
A Guide to the Project Management Body of Knowledge (PMBOK Guide) — 7th Edition
literature
pmbok
pmi
project-management
value-delivery
principles
ethics
puma-core
smart-pmo
standards
scrum
agile
waterfall
literature-note
moc
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
Work the System: The Simple Mechanics of Making More and Working Less
literature
systems-thinking
process-documentation
sop
operations
business-systems
scalability
delegation
repeatability
smart-pmo
book
methodology
management
process-improvement
automation
literature-note
moc
15 jun 2026
The E-Myth Revisited: Why Most Small Businesses Don't Work and What to Do About It
literature
e-myth
entrepreneurship
small-business
systems
process
franchise-model
technician
manager
entrepreneur
delegation
scalability
smart-pmo
book
methodology
management
operations
literature-note
moc
15 jun 2026
The Goal: A Process of Ongoing Improvement
literature
theory-of-constraints
toc
bottleneck
throughput
wip
operations-management
continuous-improvement
drum-buffer-rope
five-focusing-steps
smart-pmo
book
methodology
management
process-improvement
literature-note
moc
15 jun 2026
Scaling Up: How a Few Companies Make It... and Why the Rest Don't
literature
scaling
rockefeller-habits
strategy
execution
people
cash
one-page-strategic-plan
opsp
growth
smart-pmo
book
methodology
management
operations
okr
literature-note
moc
15 jun 2026
Agentic AI: The Next Generation of Intelligent Systems
literature
agentic-ai
autonomous-agents
langgraph
bounded-autonomy
cyclical-workflow
tool-use
puma-core
book
architecture
smart-pmo
hitl
literature-note
moc
15 jun 2026
The Frictionless Organization: Deliver Great Customer Experiences with Less Effort
literature
customer-experience
cx
friction
service-design
process-improvement
customer-effort
ces
operations
smart-pmo
book
methodology
management
user-experience
literature-note
moc
15 jun 2026
Traction: Get a Grip on Your Business
literature
eos
entrepreneurial-operating-system
vision
traction
execution
business-framework
rocks
scorecard
l10-meeting
vto
smart-pmo
book
methodology
management
operations
data-driven
literature-note
moc
15 jun 2026
An Introduction to MultiAgent Systems
literature
mas
multi-agent-systems
agent-autonomy
coordination
negotiation
bdi
deliberative-agents
reactive-agents
puma-core
book
architecture
smart-pmo
bmad
literature-note
moc
15 jun 2026
🎬 Videos — LLM Agents, Multi-Agent Systems & Agentic AI
videos
llm-agents
multi-agent
agentic-ai
autoresearch
karpathy
puma
academic-writing
anthropic
architecture
autogen
benchmark
context-engineering
crewai
dev-tools
evaluation
fine-tuning
ide
langchain
langgraph
literature-note
llama
llm
local-llm
mas
mcp
meta
metrics
moc
nlp
obsidian
opencode
orchestration
para
precision-recall
project-management
protocol
python
rag
react
reasoning-action
research
retrieval
smart-pmo
testing
vault
workflow
15 jun 2026
3 Advanced AI agent design patterns
video
agents
design-patterns
google
architecture
issue-triage
llm
metrics
moc
multi-agent
orchestration
planning
precision-recall
project-management
react
reasoning-action
smart-pmo
tool-use
triage
video-note
15 jun 2026
CrewAI vs AutoGen vs LangGraph: Features, Pros & Cons Compared (2026)
video
langgraph
crewai
autogen
comparison
human-in-the-loop
issue-triage
llm
metrics
moc
multi-agent
precision-recall
project-management
python
smart-pmo
triage
video-note
15 jun 2026
Codelab: Construyendo un Sistema Multi-Agente Multimodal para Análisis de Eviden
video
agents
multi-agent
multimodal
evidence
architecture
benchmark
github
jira
langgraph
llm
mas
masai
moc
para
project-management
smart-pmo
sprint
video-note
15 jun 2026
you need to learn MCP RIGHT NOW!! (Model Context Protocol)
video
mcp
protocol
fundamentals
aiops
anthropic
api
devops
github
jira
moc
python
security
smart-pmo
video-note
15 jun 2026
How to implement secure MCP patterns: Identity, authorization, and runtime prote
video
mcp
security
authorization
google
ai-ethics
effort-estimation
ethics
human-in-the-loop
issue-triage
jira
moc
planning
protocol
smart-pmo
story-points
triage
video-note
15 jun 2026
Claude MCP has Changed AI Forever — Here's What You NEED to Know
video
mcp
impact
ecosystem
aiops
anthropic
api
devops
github
jira
metrics
moc
precision-recall
protocol
security
smart-pmo
video-note
15 jun 2026
🎬 Videos — AI in Project Management, Agile & Scrum Evolution
videos
project-management
agile
scrum
pm-ai
puma
academic-writing
aiops
anthropic
automation
cicd
dev-tools
devops
fine-tuning
gemini
google
ide
knowledge-management
literature-note
llm
mcp
metrics
moc
monitoring
observability
obsidian
para
pkm
precision-recall
protocol
rag
retrieval
second-brain
smart-pmo
software-engineering
sprint
vault
workflow
15 jun 2026
El viejo Product Manager ha muerto: bienvenido el IA PM
video
pm
product-manager
ai
agile
academic-writing
backlog
code-review
github
issue-triage
llm
moc
planning
project-management
smart-pmo
sprint
triage
video-note
15 jun 2026
Introducing RAG 2.0: Agentic RAG + Knowledge Graphs (FREE Template)
video
rag
agentic-rag
knowledge-graph
graph-rag
llm
moc
project-management
retrieval
smart-pmo
sprint
template
video-note
15 jun 2026
GraphRAG LOCAL: Soluciona PARA SIEMPRE los problemas de tu RAG
video
rag
graphrag
neo4j
ollama
embeddings
graph-rag
knowledge-graph
local-llm
moc
para
planning
retrieval
smart-pmo
sprint
vector-db
video-note
15 jun 2026
Me PIDIERON que muestre CÓMO trabajo con IA — Engram + Agent
video
sdd
puma
architecture
langgraph
memory
moc
pipeline
smart-pmo
spec-driven-development
video-note
workflow
15 jun 2026
El ECOSISTEMA de IA que le falta a tu agente — Engram + SDD
video
sdd
puma
anthropic
architecture
dev-tools
ide
langgraph
memory
moc
orchestration
smart-pmo
spec-driven-development
video-note
15 jun 2026
Spec-Driven Development in 2026: What Actually Changed
video
sdd
puma
anthropic
architecture
dev-tools
ide
langgraph
memory
moc
orchestration
smart-pmo
spec-driven-development
video-note
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 — Datasets, Benchmarks & Data Access
tools
datasets
benchmarks
jira-sr
tawos
swe-bench
puma
academic-writing
agile
baseline
benchmark
carbon-footprint
code-review
dataset
effort-estimation
evaluation
github
hypothesis
issue-triage
jira
literature-note
metrics
moc
nlp
non-parametric
observability
planning
precision-recall
python
research
research-methodology
smart-pmo
statistics
story-points
sustainability
tracing
triage
wilcoxon
workflow
15 jun 2026
⚙️ Tools — Development Environment, IDE & Technical Stack
tools
development
vscode
docker
python
langgraph
fastapi
puma
academic-writing
aiops
api
architecture
carbon-footprint
chain-of-thought
cicd
cot
crewai
dashboard
data-formats
dev-tools
devops
effort-estimation
embeddings
github
human-in-the-loop
ide
issue-triage
json
langchain
literature-note
llm
local-llm
metrics
moc
multi-agent
ollama
opencode
openhands
openspec
orchestration
precision-recall
project-management
pydantic
react
reasoning
reasoning-action
research
rest-api
scrum
sdd
smart-pmo
spec-driven-development
story-points
sustainability
triage
vector-db
workflow
15 jun 2026
AI systems can generate new scientific knowledge, but only within human-defined research frameworks
permanent-note
ai-science
knowledge-generation
puma
agentic-science
academic-writing
accuracy
ai-scientist
alphafold
anthropic
code-review
critical-thinking
gemini
github
gnome
google
gpt
graphcast
hypothesis
llm
materials-science
metrics
moc
multi-agent
notebooklm
openai
pipeline
plasma-physics
project-management
protein-folding
red-teaming
reinforcement-learning
research
research-methodology
research-tools
scientific-knowledge
smart-pmo
weather-prediction
15 jun 2026
Agentic Science represents a new research paradigm where AI manages complete investigation cycles autonomously
permanent-note
agentic-science
robot-scientists
ai-discovery
puma
academic-writing
ai-science
ai-scientist
alphafold
automation
code-review
github
gnome
hypothesis
issue-triage
llm
materials-science
moc
multi-agent
orchestration
planning
project-management
protein-folding
react
reasoning
reasoning-action
research
research-methodology
smart-pmo
sprint
triage
15 jun 2026
Generative Agents — Memory Stream, Reflection, and Planning Architecture
permanent
generative-agents
memory-stream
reflection
planning
agent-architecture
llm
simulation
emergent-behavior
puma-core
research
agents
architecture
multi-agent
smart-pmo
persistent-memory
15 jun 2026
Multi-agent systems outperform single agents on PM tasks when agent roles match task specialisation boundaries
permanent-note
multi-agent
architecture
specialisation
pm-agents
masai
metagpt
artefact
backlog
baseline
benchmark
bmad
critical-thinking
dsr
effort-estimation
evaluation
gpt
human-in-the-loop
hypothesis
issue-triage
llm
moc
openai
orchestration
planning
project-management
react
reasoning
reasoning-action
red-teaming
research-methodology
sdd
smart-pmo
spec-driven-development
story-points
swe-bench
triage
15 jun 2026
PUMA is an applied Agentic Science system positioned at LeCun's Level 2 of AI scientific capability
permanent-note
puma
agentic-science
positioning
lecun
academic-writing
ai-ethics
ai-science
ai-scientist
alphafold
anthropic
automation
baseline
code-review
ethics
evaluation
github
gnome
graphcast
hypothesis
issue-triage
jira
literature-review
llm
materials-science
moc
multi-agent
notebooklm
orchestration
project-management
protein-folding
research-methodology
research-tools
slr
smart-pmo
triage
weather-prediction
workflow
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
📋 PUMA — Product Requirements Document (PRD)
bmad
prd
requirements
puma
sdd
anthropic
api
architecture
artefact
benchmark
bias
carbon-footprint
chain-of-thought
codecarbon
cot
critical-thinking
dataset
dsr
effect-size
effort-estimation
ethics
falsifiability
fine-tuning
github
gpt
hypothesis
ict
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
non-parametric
ollama
openai
planning
popper
precision-recall
project-management
python
rag
red-teaming
research-methodology
retrieval
slr
smart-pmo
software-engineering
spec-driven-development
sprint
statistics
story-points
sustainability
tawos
triage
wilcoxon
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
🏢 Smart PMO Vision — PUMA Stage 5
smart-pmo
multi-agent
swarm
puma
future-work
accuracy
api
architecture
bias
bmad
carbon-footprint
code-review
codecarbon
critical-thinking
dashboard
effort-estimation
embeddings
ethics
github
human-in-the-loop
issue-triage
jira
langgraph
literature-review
llama
llm
local-llm
memory
meta
metrics
mistral
moc
observability
ollama
openhands
orchestration
planning
project-management
pydantic
python
rag
react
reasoning
reasoning-action
red-teaming
retrieval
slr
sprint
story-points
sustainability
swarm-intelligence
tracing
triage
vector-db
15 jun 2026
OpenCode — Architecture Design with SDD and BMAD
prompt
sdd
bmad
architecture
langgraph
puma
anthropic
api
backlog
carbon-footprint
chain-of-thought
codecarbon
cot
crewai
data-formats
dev-tools
devops
docker
dsr
effort-estimation
few-shot
human-in-the-loop
ide
issue-triage
jira
json
llama
llm
local-llm
mas
mcp
meta
metrics
moc
multi-agent
ollama
openspec
orchestration
pipeline
planning
precision-recall
prompt-engineering
prompt-template
prompting
protocol
pydantic
python
rag
rcoif
reasoning
research-methodology
retrieval
smart-pmo
spec-driven-development
sprint
story-points
sustainability
template
triage
workflow
zero-shot
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
Keywords — Category 1: AI Agents and Swarm Intelligence
keywords
ai-agents
swarm-intelligence
mas
puma
glossary
api
architecture
benchmark
bmad
chain-of-thought
cot
crewai
critical-thinking
data-formats
dataset
github
human-in-the-loop
index
issue-triage
jira
json
langgraph
llama
llm
local-llm
mcp
memory
meta
metrics
mistral
moc
multi-agent
ollama
orchestration
pipeline
planning
precision-recall
project-management
protocol
python
react
reasoning
reasoning-action
red-teaming
smart-pmo
software-engineering
sprint
tawos
tool-use
triage
workflow
15 jun 2026
Keywords — Category 2: Project Management and Smart PMO
keywords
project-management
smart-pmo
puma
agiops
glossary
agile
aiops
architecture
automation
backlog
bias
dashboard
dataset
devops
effort-estimation
ethics
few-shot
github
hypothesis
index
issue-triage
jira
llm
moc
pipeline
planning
quantitative-research
rag
reasoning
research-methodology
resource-allocation
retrieval
sprint
story-points
tawos
triage
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 4: Data Engineering and Technical Stack
keywords
data-engineering
rag
qdrant
ollama
puma
glossary
agile
api
benchmark
clustering
crewai
data-formats
dataset
devops
docker
effort-estimation
embeddings
few-shot
github
index
issue-triage
jira
json
langchain
langgraph
llama
llm
local-llm
mcp
memory
meta
metrics
mistral
moc
orchestration
precision-recall
project-management
prompt-engineering
protocol
pydantic
python
reasoning
rest-api
retrieval
smart-pmo
software-engineering
sprint
story-points
tawos
template
triage
vector-db
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
🔢 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 — 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 — 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 Video Library (Master Map)
moc
videos
youtube
library
puma
academic-writing
agile
anthropic
architecture
bmad
context-engineering
dev-tools
devops
docker
embeddings
evaluation
ide
issue-triage
knowledge-management
literature-review
llm
lm-studio
local-llm
mcp
mcp-security
metrics
multi-agent
navigation
obsidian
ollama
openspec
para
pipeline
pkm
precision-recall
project-management
prompt-engineering
promptfoo
protocol
rag
research
retrieval
sdd
second-brain
security
slr
smart-pmo
spec-driven-development
spec-kit
sprint
testing
triage
vault
vector-db
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
01 may 2026
MCP — Model Context Protocol: Architecture, Security, and PUMA Integration
permanent
mcp
model-context-protocol
anthropic
tool-use
agent-infrastructure
jira
github
smart-pmo
security
puma-core
research
api
architecture
agentic-ai
protocol
standards
ethics
governance
06 abr 2026
PER: Nuwan Assalaarachchi
person-note
assalaarachchi
agentic-pm
spm
academic-writing
agentic-science
code-review
github
llm
moc
person
project-management
research
smart-pmo
software-engineering
06 abr 2026
PER: Bent Flyvbjerg
person-note
flyvbjerg
project-management
uniqueness-trap
baseline
bias
chain-of-thought
code-review
cot
critical-thinking
effort-estimation
ethics
evaluation
few-shot
github
hypothesis
llm
moc
person
planning
rag
red-teaming
research-methodology
retrieval
smart-pmo
story-points
01 mar 2026
Video: Let's build the GPT Tokenizer — Andrej Karpathy
literature
video
youtube
karpathy
tokenization
llm-internals
academic-writing
accuracy
api
architecture
benchmark
code-review
cornell-notes
critical-thinking
dataset
devops
docker
effort-estimation
fleeting-note
github
gpt
hypothesis
issue-triage
langgraph
literature-note
literature-review
llama
llm
lm-studio
local-llm
meta
metrics
mistral
multi-agent
note-taking
ollama
openai
orchestration
pipeline
prompt-engineering
python
rag
reasoning
red-teaming
research
research-methodology
rest-api
retrieval
slr
smart-pmo
story-points
template
triage
validity
workflow
01 mar 2026
Development Stack Tools — PUMA
tool
lmstudio
groq
crewai
langgraph
openroute
streamlit
arize
docker
agile
api
architecture
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dev-tools
devops
effort-estimation
embeddings
few-shot
github
issue-triage
jira
json
langchain
literature-note
llama
llm
lm-studio
local-llm
meta
mistral
monitoring
multi-agent
observability
obsidian
ollama
opencode
orchestration
pipeline
project-management
pydantic
python
rag
reasoning
retrieval
scrum
smart-pmo
story-points
sustainability
template
triage
vault
vector-db
zero-shot
zettelkasten
01 mar 2026
Chapter 5 — Discussion & Conclusions
project
chapter
discussion
conclusions
limitations
future-work
academic-writing
accuracy
api
backlog
benchmark
bias
bmad
chain-of-thought
code-review
cot
critical-thinking
dataset
effort-estimation
embeddings
ethics
fairness
fine-tuning
github
gpt
gtd
hypothesis
ict
iipr
issue-triage
jira
llama
llm
local-llm
meta
metrics
moc
multi-agent
navigation
non-parametric
openai
precision-recall
project-management
project-note
prompting
puma
rag
red-teaming
research
research-methodology
retrieval
smart-pmo
statistics
story-points
tawos
triage
validity
vector-db
wilcoxon
01 mar 2026
🌱 Someday / Maybe — PUMA & Beyond
gtd
someday
ideas
future
academic-writing
aiops
api
architecture
backlog
benchmark
bias
chain-of-thought
code-review
cot
crewai
dataset
dev-tools
devops
effort-estimation
ethics
fairness
fine-tuning
github
issue-triage
jira
langgraph
literature-review
llama
llm
local-llm
mas
meta
mistral
multi-agent
obsidian
ollama
opencode
project-management
projects
pydantic
python
rag
research
research-tools
retrieval
sdd
slr
smart-pmo
spec-driven-development
story-points
tawos
triage
vault
zero-shot
zotero