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Etiqueta: human-in-the-loop
44 artículos con esta etiqueta.
13 abr 2026
Human-in-the-Loop (HITL) and Bounded Autonomy for AI Agents
permanent
hitl
human-in-the-loop
bounded-autonomy
ai-safety
ethics
oversight
control
human-ai-collaboration
puma-core
research
agents
architecture
project-management
accountability
alignment
07 abr 2026
Literature Note — AI for Scientific Discovery is a Social Problem
literature-note
ai-science
social-problem
governance
reproducibility
puma
pec2
academic-writing
ai-ethics
architecture
bibliography
citation
dataset
effort-estimation
ethics
human-in-the-loop
jira
moc
pec
project-management
research
sprint
story-points
tawos
thesis
07 abr 2026
Google Scholar — Broad Sweep Queries for PUMA
prompt
google-scholar
literature-exploration
puma
boolean
academic-writing
aiops
benchmark
dataset
devops
human-in-the-loop
literature-review
llm
moc
multi-agent
pipeline
prisma
project-management
prompt-template
research
research-tools
semantic-scholar
slr
software-engineering
07 abr 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
07 abr 2026
Consensus — Evidence-Based Search for PUMA
prompt
consensus
evidence
literature-exploration
puma
agile
dsr
effort-estimation
human-in-the-loop
hypothesis
issue-triage
literature-review
llm
moc
multi-agent
pipeline
project-management
prompt-template
research-methodology
research-tools
slr
software-engineering
story-points
triage
zotero
07 abr 2026
Undermind — High-Precision PUMA Research Query
prompt
undermind
deep-research
puma
rcoif
ai-ethics
automation
baseline
benchmark
bias
carbon-footprint
code-review
codecarbon
dataset
dsr
effort-estimation
ethics
evaluation
finer
github
human-in-the-loop
ict
issue-triage
jira
langgraph
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
ollama
orchestration
pipeline
planning
precision-recall
project-management
prompt-template
prompting
pydantic
python
rag
research-methodology
retrieval
slr
software-engineering
story-points
sustainability
tawos
tfg
thesis
triage
07 abr 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
07 abr 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
07 abr 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
thesis
tracing
triage
zotero
07 abr 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
thesis
tracing
triage
zotero
07 abr 2026
Claude — Literature Synthesis with RCOIF Framework
prompt
claude
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
tfg
thesis
triage
07 abr 2026
Researcher — Continuous Literature Monitoring for PUMA
prompt
researcher
monitoring
discovery
puma
academic-writing
automation
benchmark
carbon-footprint
codecarbon
effort-estimation
github
human-in-the-loop
hypothesis
issue-triage
jira
literature-review
llm
moc
multi-agent
orchestration
prisma
project-management
prompt-template
research
research-methodology
slr
software-engineering
story-points
sustainability
tfg
thesis
triage
07 abr 2026
Claude — Theoretical Framework Construction for PUMA
prompt
claude
theoretical-framework
drca
puma
academic-writing
anthropic
benchmark
chain-of-thought
code-review
cot
critical-thinking
dataset
dsr
effort-estimation
few-shot
github
human-in-the-loop
issue-triage
jira
llama
llm
local-llm
mas
meta
metrics
mistral
moc
multi-agent
nlp
non-parametric
obsidian
permanent-note
precision-recall
project-management
prompt-template
prompting
rag
rcoif
red-teaming
research-methodology
research-tools
retrieval
semantic-scholar
software-engineering
statistics
story-points
tawos
tfg
thesis
triage
vault
wilcoxon
zettelkasten
07 abr 2026
Claude — Architecture Design with SDD and BMAD
prompt
claude
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
07 abr 2026
Claude / ChatGPT — Academic Writing Prompts for PUMA Thesis
prompt
academic-writing
thesis
uoc
puma
rcoif
accuracy
ai-ethics
ai-tools
ami
anthropic
benchmark
bias
bibliography
carbon-footprint
citation
claude
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
tfg
triage
wilcoxon
07 abr 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
07 abr 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
07 abr 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
tfg
thesis
triage
zotero
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 2026
OpenCode: Probablemente la mejor herramienta Open Source para programar
video
opencode
open-source
coding
terminal
dev-tools
effort-estimation
human-in-the-loop
local-llm
moc
ollama
para
story-points
video-note
06 abr 2026
12-Factor Agents: Patterns of reliable LLM applications
video
agents
reliability
design-patterns
checklist
effort-estimation
human-in-the-loop
langgraph
llm
moc
project-management
pydantic
python
story-points
video-note
06 abr 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
06 abr 2026
¡No construyas Agentes IA hasta que veas esto! [Secretos de Anthropic]
video
agents
anthropic
design-principles
effort-estimation
human-in-the-loop
llm
metrics
moc
precision-recall
project-management
pydantic
python
story-points
video-note
06 abr 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
06 abr 2026
CrewAI vs AutoGen vs LangGraph — Features, Pros & Cons Compared (2026)
video
crewai
autogen
langgraph
comparison
human-in-the-loop
llm
metrics
moc
multi-agent
precision-recall
project-management
pydantic
python
video-note
06 abr 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
06 abr 2026
📦 Repository Notes — Analysed Reference Code & Architectural Patterns
tools
repositories
github
open-source
reference
code-patterns
puma
academic-writing
api
architecture
backlog
benchmark
crewai
dev-tools
devops
docker
effort-estimation
gpt
human-in-the-loop
ide
issue-triage
jira
langgraph
literature-note
llm
moc
multi-agent
nlp
openai
openhands
orchestration
planning
project-management
prompt-engineering
react
reasoning-action
research
rest-api
scrum
software-engineering
sprint
story-points
swe-bench
template
tool-use
triage
workflow
06 abr 2026
📦 Repository Gist — Analysed Reference Gist
tools
repositories
github
open-source
reference
code-patterns
puma
academic-writing
api
architecture
backlog
benchmark
crewai
dev-tools
devops
docker
effort-estimation
gpt
human-in-the-loop
ide
issue-triage
jira
langgraph
literature-note
llm
moc
multi-agent
nlp
openai
openhands
orchestration
planning
project-management
prompt-engineering
react
reasoning-action
research
rest-api
scrum
software-engineering
sprint
story-points
swe-bench
template
tool-use
triage
workflow
06 abr 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
tfg
thesis
triage
vector-db
workflow
06 abr 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
06 abr 2026
⚖️ PUMA Project Constitution
sdd
speckit
constitution
puma
bmad
anthropic
api
architecture
carbon-footprint
checklist
claude
code-review
codecarbon
critical-thinking
dataset
effort-estimation
falsifiability
gemini
github
google
gpt
human-in-the-loop
hypothesis
llm
local-llm
moc
multi-agent
navigation
non-parametric
ollama
openai
openspec
popper
prisma
privacy
project-management
python
red-teaming
research-methodology
slr
software-engineering
spec
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
wilcoxon
06 abr 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
claude
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
pec
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
06 abr 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
06 abr 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
pec
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
06 abr 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
pec
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
06 abr 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
claude
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
06 abr 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
tfg
thesis
triage
vector-db
zotero
06 abr 2026
🔧 MOC — PUMA Full Technology Stack
moc
tools
stack
technology
puma
ollama
claude
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
01 mar 2026
Methods: Wilcoxon · FINER · Cornell
permanent
method
wilcoxon
statistics
finer
cornell
research-quality
academic-writing
ai-tools
anthropic
baseline
benchmark
bias
carbon-footprint
chain-of-thought
claude
code-review
codecarbon
contextual-anchoring
cornell-notes
cot
dsr
effect-size
egi
elicit
ethics
evaluation
fairness
falsifiability
github
human-in-the-loop
hypothesis
ict
iipr
issue-triage
literature-review
llm
metrics
non-parametric
note-taking
obsidian
permanent-note
perplexity
pipeline
popper
precision-recall
prisma
privacy
project-management
prompting
python
rcoif
reasoning
research
research-methodology
research-tools
slr
software-engineering
sustainability
template
transformer
triage
vault
zotero
01 mar 2026
Prompt: Claude — IIPR Inverse Prompt Engineering
prompt
claude
iipr
prompt-engineering
refinement
meta-prompt
academic-writing
ai-ethics
ami
anthropic
api
architecture
backlog
benchmark
contextual-anchoring
data-formats
dataset
drca
ethics
human-in-the-loop
ict
issue-triage
jira
json
llm
local-llm
ollama
orchestration
pipeline
planning
project-management
prompt-template
prompting
python
rcoif
reasoning
research
software-engineering
tawos
template
triage
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