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Etiqueta: software-engineering
87 artículos con esta etiqueta.
13 abr 2026
README
readme
papers
academic-writing
moc
research
software-engineering
template
13 abr 2026
LLM-based Multi-Agent Systems for Software Engineering: Vision and Challenges
literature
llm-agents
multi-agent
software-engineering
mas
vision
puma-core
agents
architecture
benchmark
coding
critical-thinking
effort-estimation
ict
keshav
literature-note
llm
moc
project-management
research
sdd
spec-driven-development
story-points
triage
07 abr 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
07 abr 2026
Semantic Scholar — Task-Specific PUMA Search
prompt
semantic-scholar
triage
effort-estimation
puma
agile
backlog
benchmark
dataset
github
hypothesis
issue-triage
jira
literature-review
llm
metrics
moc
neural-network
precision-recall
prisma
project-management
prompt-template
research-methodology
research-tools
scrum
slr
software-engineering
sprint
story-points
tawos
transformer
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
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
Perplexity — Fast Evidence Map for PUMA
prompt
perplexity
evidence-map
scientific-mapping
puma
academic-writing
ai-tools
anthropic
benchmark
bibliography
citation
claude
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
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 — Hypothesis Formulation for PUMA (RCOIF + EGI)
prompt
claude
hypothesis
egi
falsifiability
puma
accuracy
anthropic
artefact
baseline
bias
chain-of-thought
code-review
cot
dataset
dsr
effort-estimation
ethics
evaluation
few-shot
github
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
non-parametric
popper
precision-recall
project-management
prompt-template
prompting
rcoif
research-methodology
slr
software-engineering
statistics
story-points
tawos
triage
validity
wilcoxon
zero-shot
07 abr 2026
Claude — Controlled Experiment Protocol Design for PUMA
prompt
claude
experiment-design
wilcoxon
codecarbon
puma
anthropic
api
baseline
carbon-footprint
chain-of-thought
cot
dataset
dsr
effect-size
effort-estimation
evaluation
few-shot
hypothesis
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
moc
non-parametric
ollama
precision-recall
project-management
prompt-template
prompting
python
rcoif
research-methodology
software-engineering
statistics
story-points
sustainability
tawos
template
triage
validity
zero-shot
07 abr 2026
Claude — Peer Review Simulation for PUMA
prompt
claude
peer-review
academic-writing
puma
ami
anthropic
carbon-footprint
code-review
codecarbon
dataset
dsr
effort-estimation
few-shot
github
issue-triage
jira
llm
local-llm
metrics
moc
non-parametric
pec
precision-recall
project-management
prompt-template
prompting
rcoif
research
research-methodology
software-engineering
sprint
statistics
story-points
sustainability
tawos
tfg
thesis
triage
wilcoxon
workflow
zero-shot
07 abr 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
pec
precision-recall
prompt-template
quantitative-research
reasoning
research
software-engineering
statistics
tawos
thesis
wilcoxon
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 3: Research Methodology and Academic Rigor
keywords
research-methodology
slr
dsr
prisma
puma
glossary
academic-writing
anthropic
artefact
benchmark
bibliography
checklist
citation
claude
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
pec
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
07 abr 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
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
🔬 Dashboard — Experiment Status
dashboard
experiments
puma
dataview
baseline
carbon-footprint
chain-of-thought
codecarbon
cot
effort-estimation
evaluation
few-shot
gpt
issue-triage
llama
llm
meta
metrics
mistral
openai
pec
precision-recall
software-engineering
story-points
sustainability
triage
zero-shot
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 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
06 abr 2026
🎬 Videos — Context Engineering, Prompt Engineering & Skills
videos
context-engineering
prompt-engineering
skills
puma
ami
anthropic
chain-of-thought
claude
cot
dev-tools
drca
ide
iipr
literature-note
llm
metrics
moc
para
precision-recall
prompting
rcoif
software-engineering
workflow
06 abr 2026
🎬 Videos — Local LLMs, Ollama & Hardware
videos
ollama
local-llm
hardware
mac-mini
reproducibility
puma
anthropic
api
claude
dev-tools
devops
docker
effort-estimation
gpt
ide
literature-note
llm
lm-studio
mcp
metrics
moc
openai
opencode
para
precision-recall
privacy
protocol
software-engineering
story-points
workflow
06 abr 2026
🎬 Videos — General AI Tools, SaaS, Automation & Miscellaneous
videos
automation
saas
n8n
gemini
supabase
misc
puma
academic-writing
anthropic
api
architecture
chain-of-thought
claude
cot
data-formats
database
dev-tools
google
ide
json
literature-note
llm
mcp
memory
metrics
moc
multi-agent
notebooklm
para
pipeline
precision-recall
prompt-engineering
protocol
rag
reasoning
research
research-tools
retrieval
sdd
software-engineering
spec-driven-development
workflow
06 abr 2026
🎬 Videos — AI in Project Management, Agile & Scrum Evolution
videos
project-management
agile
scrum
pm-ai
puma
academic-writing
aiops
anthropic
automation
cicd
claude
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
thesis
vault
workflow
06 abr 2026
MI INTELIGENCIA y ESTRATEGIA se disparan gracias a GEMINI CLI y OBSIDIAN
video
obsidian
gemini
pkm
research
anthropic
claude
google
knowledge-management
literature-review
metrics
moc
pipeline
precision-recall
prisma
project-management
slr
software-engineering
vault
video-note
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 — 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
06 abr 2026
ST: Reproducibility in LLM-SE Research — Structure Note
zettelkasten
structure-note
reproducibility
llm
se
puma
code-review
critical-thinking
effort-estimation
embeddings
github
index
local-llm
moc
ollama
rag
red-teaming
retrieval
software-engineering
story-points
vector-db
06 abr 2026
Local LLM inference trades capability ceiling for reproducibility, privacy, and zero marginal cost
permanent-note
llm
local-inference
reproducibility
sustainability
puma
anthropic
api
benchmark
carbon-footprint
claude
code-review
critical-thinking
effort-estimation
embeddings
falsifiability
github
gpt
llama
local-llm
meta
mistral
moc
ollama
openai
popper
privacy
project-management
rag
reasoning
red-teaming
retrieval
software-engineering
story-points
vector-db
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: Sirui Hong (MetaGPT)
person-note
hong
metagpt
multi-agent
bmad
llm
prompt-template
software-engineering
workflow
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
📋 PUMA — Product Requirements Document (PRD)
bmad
prd
requirements
puma
sdd
anthropic
api
architecture
artefact
benchmark
bias
carbon-footprint
chain-of-thought
claude
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
pec
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
06 abr 2026
📖 Keshav Three-Pass Reading Log
keshav
literature
reading
systematic
academic-writing
agile
benchmark
chain-of-thought
cornell-notes
cot
critical-thinking
dataset
dsr
effort-estimation
few-shot
finer
jira
literature-review
llm
mit-ai-lab
non-parametric
note-taking
permanent-note
prisma
project-management
reading-method
red-teaming
research
research-methodology
slr
software-engineering
sprint
statistics
story-points
tawos
template
wilcoxon
wp316
06 abr 2026
📖 MIT AI Lab Q1/Q2/Q3 — Applied Reading Log
mit-ai-lab
wp316
reading
research
active-reading
puma
academic-writing
accuracy
agile
api
baseline
carbon-footprint
chain-of-thought
checklist
codecarbon
cot
critical-thinking
dataset
effort-estimation
evaluation
falsifiability
few-shot
gpt
hypothesis
issue-triage
jira
keshav
literature-review
llama
local-llm
meta
metrics
mistral
ollama
openai
permanent-note
planning
popper
precision-recall
project-management
rag
reading-method
reasoning
red-teaming
research-methodology
retrieval
slr
software-engineering
sprint
story-points
sustainability
tawos
triage
validity
zero-shot
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
📚 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
06 abr 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
claude
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
pec
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
06 abr 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
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
06 abr 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 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
claude
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 abr 2026
LLM Wiki
permanent
method
dsr
research-paradigm
hevner
peffers
academic-writing
ai-tools
anthropic
architecture
artefact
bdd
benchmark
bias
carbon-footprint
claude
code-review
codecarbon
cornell-notes
dataset
effort-estimation
elicit
ethics
finer
github
ict
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
note-taking
ollama
permanent-note
perplexity
pipeline
precision-recall
prisma
project-management
quantitative-research
research
research-methodology
research-tools
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
workflow
llm-wiki
01 mar 2026
CoGEE: Search-Based Optimisation of LLM Learning Shots for Story Point Estimation
literature
paper
story-points
estimation
llm
cogee
gpt4
few-shot
academic-writing
api
architecture
baseline
benchmark
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
critical-thinking
dataset
devops
docker
drca
effort-estimation
evaluation
github
gpt
hypothesis
issue-triage
jira
literature-note
llama
meta
mistral
note-taking
openai
planning
project-management
prompting
red-teaming
research
research-methodology
software-engineering
sustainability
tawos
triage
zettelkasten
01 mar 2026
📄 Papers Sub-folders Guide
readme
papers
guide
slr
academic-writing
data-formats
gpt
issue-triage
jira
json
literature-review
llm
openai
project-management
prompt-engineering
research
software-engineering
template
triage
01 mar 2026
📄 Papers — How to Add a New Paper
readme
papers
literature
guide
academic-writing
ai-tools
architecture
bias
code-review
cornell-notes
data-formats
drca
ethics
few-shot
github
gtd
hypothesis
index
issue-triage
json
literature-note
literature-review
llm
moc
note-taking
obsidian
permanent-note
perplexity
pipeline
planning
project-management
prompt-engineering
prompting
reasoning
research
research-methodology
research-tools
semantic-scholar
slr
software-engineering
template
triage
vault
workflow
zero-shot
zettelkasten
zotero
01 mar 2026
Jira Social Repository (Jira SR)
literature
dataset
jira
triage
classification
apache
academic-writing
agile
baseline
benchmark
code-review
effort-estimation
evaluation
github
gpt
hypothesis
issue-triage
literature-note
llm
moc
navigation
openai
python
research
research-methodology
software-engineering
story-points
tawos
workflow
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
claude
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
claude
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
claude
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
Issue Triage in Software Project Management
permanent
concept
triage
project-management
jira
priority
classification
academic-writing
agile
automation
baseline
bias
chain-of-thought
code-review
cot
critical-thinking
dataset
effort-estimation
ethics
evaluation
few-shot
github
glossary
gpt
hypothesis
ict
issue-triage
llm
metrics
moc
openai
permanent-note
planning
precision-recall
red-teaming
research
research-methodology
security
software-engineering
sprint
story-points
tawos
01 mar 2026
LLM Agents — Definition and Taxonomy
permanent
concept
llm-agents
agents
orchestration
ai-ethics
ami
anthropic
api
architecture
artefact
baseline
bias
chain-of-thought
claude
code-review
cot
crewai
critical-thinking
data-formats
dataset
dev-tools
devops
docker
drca
dsr
effort-estimation
ethics
evaluation
few-shot
github
hypothesis
iipr
issue-triage
jira
json
langgraph
llama
llm
local-llm
memory
meta
mistral
moc
multi-agent
ollama
opencode
permanent-note
planning
project-management
prompt-engineering
prompting
python
rag
rcoif
reasoning
red-teaming
research-methodology
retrieval
software-engineering
story-points
tawos
tool-use
triage
validity
zero-shot
zettelkasten
01 mar 2026
Design Science Research (DSR)
permanent
method
dsr
research-paradigm
hevner
peffers
academic-writing
ai-tools
anthropic
architecture
artefact
bdd
benchmark
bias
carbon-footprint
claude
code-review
codecarbon
cornell-notes
dataset
effort-estimation
elicit
ethics
finer
github
ict
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
note-taking
ollama
permanent-note
perplexity
pipeline
precision-recall
prisma
project-management
quantitative-research
research
research-methodology
research-tools
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
workflow
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
📐 Methods — Guide
readme
methods
guide
cornell-notes
dataset
dsr
finer
literature-review
non-parametric
note-taking
prisma
research-methodology
slr
software-engineering
statistics
wilcoxon
01 mar 2026
RCOIF — Role·Context·Objective·Instructions·Format
permanent
framework
prompting
rcoif
rcof
methodology
accuracy
ai-tools
ami
anthropic
benchmark
chain-of-thought
claude
code-review
cot
dataset
drca
egi
github
hypothesis
iipr
issue-triage
llm
local-llm
metrics
moc
ollama
one-shot
permanent-note
perplexity
reasoning
research-methodology
software-engineering
template
triage
zero-shot
01 mar 2026
🔧 Frameworks — Guide
readme
frameworks
guide
ami
baseline
bdd
bmad
chain-of-thought
cornell-notes
cot
drca
dsr
effort-estimation
egi
evaluation
falsifiability
few-shot
finer
gpt
hypothesis
iipr
issue-triage
literature-review
llm
metrics
mistral
multi-agent
non-parametric
note-taking
openai
orchestration
popper
precision-recall
prisma
prompting
qualitative-research
rcoif
research-methodology
sdd
slr
software-engineering
spec-driven-development
statistics
story-points
triage
wilcoxon
zero-shot
01 mar 2026
Chapter 2 — Literature Review (State of the Art)
project
chapter
literature-review
slr
state-of-art
academic-writing
agile
artefact
baseline
benchmark
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
dataset
devops
docker
dsr
effect-size
effort-estimation
evaluation
few-shot
finer
github
gpt
hypothesis
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
moc
navigation
non-parametric
note-taking
ollama
openai
pec
pipeline
precision-recall
prisma
project-management
project-note
puma
python
reasoning
research
research-methodology
software-engineering
statistics
story-points
sustainability
swe-bench
tawos
triage
wilcoxon
workflow
zero-shot
01 mar 2026
Chapter 4 — Results
project
chapter
results
puma
baseline
carbon-footprint
chain-of-thought
code-review
codecarbon
cornell-notes
cot
dashboard
dataset
effort-estimation
evaluation
few-shot
finer
github
gpt
hypothesis
issue-triage
jira
llm
metrics
mistral
moc
navigation
non-parametric
note-taking
openai
pec
precision-recall
prisma
project-management
project-note
research-methodology
slr
software-engineering
statistics
story-points
sustainability
tawos
triage
wilcoxon
zero-shot
01 mar 2026
PUMA Research Hypotheses — H1 (Triage) & H2 (Estimation)
experiment
hypothesis
h1
h2
falsifiability
wilcoxon
baseline
chain-of-thought
code-review
cornell-notes
cot
dataset
effect-size
effort-estimation
evaluation
few-shot
finer
github
gpt
ict
issue-triage
jira
llm
local-llm
metrics
mistral
moc
navigation
non-parametric
note-taking
openai
popper
precision-recall
prisma
project-management
puma
python
research-methodology
security
slr
software-engineering
statistics
story-points
tawos
triage
zero-shot
zettelkasten
01 mar 2026
Experiment Overview — Stage 1: Issue Triage
experiment
triage
stage1
overview
h1
architecture
baseline
carbon-footprint
chain-of-thought
code-review
codecarbon
cot
dataset
effort-estimation
evaluation
few-shot
github
gpt
hypothesis
issue-triage
jira
llm
local-llm
metrics
mistral
moc
navigation
non-parametric
ollama
openai
precision-recall
project-management
puma
research-methodology
software-engineering
statistics
story-points
sustainability
tawos
template
wilcoxon
zero-shot
01 mar 2026
AI Use Log — PUMA Project (PRISMA-trAIce Compliance)
ai-use
prisma-traice
ethics
transparency
marco-veritas
academic-writing
ai-ethics
ai-tools
ai-use-log
anthropic
anythingllm
automation
bdd
claude
code-review
data-formats
dataset
dev-tools
effort-estimation
egi
elicit
gemini
github
google
gpt
ide
issue-triage
jira
json
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
navigation
notebooklm
ollama
openai
opencode
openhands
openspec
perplexity
pipeline
precision-recall
prisma
project-management
prompting
puma
rag
rcoif
reasoning
research
research-tools
retrieval
sdd
slr
software-engineering
spec-driven-development
story-points
tawos
template
triage
zotero
01 mar 2026
PRISMA Screening Log — PUMA SLR
slr
prisma
screening
log
literature
prisma-traice
cornell-notes
dsr
finer
literature-review
moc
navigation
non-parametric
note-taking
pipeline
research-methodology
research-tools
semantic-scholar
software-engineering
statistics
wilcoxon
zotero
01 mar 2026
Carbon Tracking Log — PUMA Experiments
sustainability
carbon
codecarbon
co2
green-ai
academic-writing
api
architecture
benchmark
carbon-footprint
chain-of-thought
code-review
cot
critical-thinking
dataset
effort-estimation
elicit
few-shot
github
gpt
hypothesis
issue-triage
jira
literature-review
llm
local-llm
metrics
mistral
moc
openai
precision-recall
prisma
project-management
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
slr
software-engineering
story-points
tawos
triage
zero-shot
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
Prompt: Claude — RCOIF Academic Research Assistant
prompt
claude
rcoif
research
academic
academic-writing
ami
anthropic
api
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
critical-thinking
dataset
drca
effect-size
effort-estimation
egi
evaluation
falsifiability
few-shot
gpt
hypothesis
ict
iipr
issue-triage
jira
llama
llm
local-llm
meta
metrics
mistral
non-parametric
ollama
openai
popper
precision-recall
project-management
prompt-template
prompting
red-teaming
research-methodology
research-tools
software-engineering
statistics
story-points
sustainability
tawos
template
thesis
triage
wilcoxon
zero-shot
zotero
01 mar 2026
Prompt: Claude — EGI Guided Exploration
prompt
claude
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
thesis
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
Workflow: SLR + PRISMA Pipeline
workflow
slr
prisma
literature-review
ebse
academic-writing
ai-tools
api
baseline
bias
code-review
dsr
elicit
ethics
evaluation
github
issue-triage
llm
local-llm
perplexity
pipeline
planning
project-management
python
quantitative-research
research
research-methodology
research-tools
semantic-scholar
software-engineering
triage
zotero
01 mar 2026
📖 MOC — Literature Review (SLR)
moc
literature
slr
prisma
state-of-art
academic-writing
agile
aiops
aiopslabs
benchmark
carbon-footprint
chain-of-thought
code-review
codecarbon
cot
dataset
devops
dsr
effort-estimation
few-shot
gaia
github
gpt
issue-triage
jira
literature-review
llm
mas
masai
metagpt
metrics
mit-ai-lab
multi-agent
openai
openhands
pipeline
precision-recall
project-management
react
reasoning
reasoning-action
research
research-methodology
scheduling
software-engineering
story-points
sustainability
swe-bench
tawos
triage
workflow
wp316