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Etiqueta: python
70 artículos con esta etiqueta.
15 jun 2026
OpenAgents: An Open Platform for Language Agents in the Wild
literature
llm-agents
open-platform
data-agent
web-agent
plugins
puma-core
agents
architecture
benchmark
coding
critical-thinking
keshav
literature-note
llm
local-llm
moc
multi-agent
project-management
python
rag
research
tool-use
web
15 jun 2026
Generative AI Agents: Build Autonomous AI Systems with LangChain and LlamaIndex
literature
agentic-ai
langchain
llamaindex
rag
react
tool-use
sdd
cdd
puma-core
book
implementation
python
autonomous-agents
literature-note
moc
15 jun 2026
Natural Language Processing with Transformers: Building Language Applications with Hugging Face
literature
transformers
hugging-face
nlp
fine-tuning
quantization
ollama
open-weights
mistral
gemma
bert
puma-core
book
implementation
python
literature-note
moc
15 jun 2026
¡No construyas Agentes IA hasta que veas esto! [Secretos de Anthropic]
video
agents
anthropic
context
best-practices
chain-of-thought
cot
data-formats
effort-estimation
issue-triage
json
metrics
moc
precision-recall
prompt-engineering
pydantic
python
story-points
triage
video-note
15 jun 2026
How to build, evaluate, and refine prompts with AI — Latitude
video
prompting
evaluation
refinement
workflow
accuracy
hypothesis
metrics
moc
precision-recall
promptfoo
pydantic
python
research-methodology
testing
video-note
15 jun 2026
🎬 Videos — Development Tools, IDEs & Coding Workflows
videos
vscode
cursor
opencode
docker
git
python
puma
aiops
anthropic
automation
code-review
dev-tools
devops
effort-estimation
evaluation
gemini
github
google
gpt
ide
issue-triage
literature-note
llm
moc
openai
para
promptfoo
story-points
testing
triage
workflow
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
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
15 jun 2026
Building AI Agents that actually work (Full Course)
video
agents
course
practical
api
autogen
crewai
jira
langgraph
llm
metrics
moc
non-parametric
precision-recall
project-management
pydantic
python
statistics
video-note
wilcoxon
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
¡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
15 jun 2026
Orquestación de Agentes: Control Determinista con Hooks
video
agents
orchestration
determinism
hooks
effort-estimation
llm
moc
pydantic
python
story-points
video-note
15 jun 2026
🎬 Videos — Model Context Protocol (MCP) & Agent Protocols
videos
mcp
model-context-protocol
agentic-protocols
puma
academic-writing
aiops
anthropic
api
automation
dev-tools
devops
effort-estimation
github
ide
jira
literature-note
llm
mcp-security
moc
opencode
para
protocol
python
research
security
story-points
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
Learn MCP! For Beginners + Create Our First MCP From Scratch
video
mcp
tutorial
python
spanish
anthropic
api
architecture
effort-estimation
jira
moc
protocol
rest-api
story-points
video-note
15 jun 2026
Build ANYTHING with MCP Servers — Coding Tutorial
video
mcp
tutorial
build
coding
accuracy
architecture
effort-estimation
issue-triage
jira
metrics
moc
precision-recall
protocol
python
story-points
triage
video-note
15 jun 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
15 jun 2026
🎬 Videos — Observability, LLM Evaluation, Testing & DevOps
videos
observability
evaluation
testing
arize-phoenix
promptfoo
devops
puma
aiops
anthropic
automation
carbon-footprint
cicd
code-review
codecarbon
dev-tools
github
hypothesis
ide
literature-note
llm
mcp
moc
monitoring
multi-agent
non-parametric
protocol
pydantic
python
research-methodology
statistics
sustainability
wilcoxon
15 jun 2026
E124 — Creando agentes con PydanticAI
video
pydanticai
agents
structured-output
python
effort-estimation
issue-triage
local-llm
moc
ollama
pydantic
reasoning
story-points
triage
video-note
15 jun 2026
🎬 Videos — RAG, Vector Databases & Knowledge Systems
videos
rag
vector-database
qdrant
llamaindex
embeddings
puma
academic-writing
ai-tools
anthropic
anythingllm
architecture
database
dev-tools
dify
gemini
google
graph-rag
ide
issue-triage
knowledge-graph
langchain
literature-note
llm
lm-studio
local-llm
mas
memory
metrics
moc
multi-agent
notebooklm
ollama
para
precision-recall
project-management
prompt-engineering
python
research
research-tools
retrieval
semantic-search
supabase
template
triage
vector-db
15 jun 2026
RAG 2.0: Olvida las alucinaciones de tu IA para SIEMPRE (tutorial Python)
video
rag
hallucination
python
tutorial
bibliography
citation
effort-estimation
embeddings
issue-triage
llama
meta
moc
para
retrieval
story-points
triage
vector-db
video-note
15 jun 2026
Spec-Driven Development for AI Agents- I Tried OpenSpec and
video
sdd
puma
api
benchmark
bmad
metrics
moc
multi-agent
openspec
precision-recall
pydantic
python
spec-driven-development
spec-kit
video-note
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
🗃️ Tools — RAG Systems & Vector Databases
tools
rag
vector-database
qdrant
chromadb
llamaindex
embeddings
puma
academic-writing
anythingllm
api
chain-of-thought
cot
devops
docker
index
issue-triage
jira
keshav
langchain
literature-note
literature-review
llama
llm
local-llm
memory
meta
metrics
moc
notebooklm
ollama
pipeline
precision-recall
privacy
project-management
python
react
reading-method
reasoning-action
research
research-tools
retrieval
semantic-search
slr
triage
vector-db
workflow
15 jun 2026
PUMA tool selection follows a hierarchy: reproducibility first, then capability, then convenience
permanent-note
tool-selection
reproducibility
local-inference
puma-design
api
architecture
autogen
code-review
effort-estimation
embeddings
github
gpt
langgraph
llama
llm
lm-studio
local-llm
meta
metrics
mistral
moc
ollama
openai
precision-recall
pydantic
python
rag
retrieval
story-points
vector-db
15 jun 2026
⚖️ PUMA Project Constitution
sdd
speckit
constitution
puma
bmad
anthropic
api
architecture
carbon-footprint
checklist
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
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
🏢 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
🤖 BMAD Agent Prompts — PUMA Project
bmad
prompts
agents
rcoif
cdd
puma
academic-writing
agile
api
architecture
baseline
benchmark
bibliography
carbon-footprint
chain-of-thought
checklist
citation
codecarbon
cot
data-formats
dataset
drca
effect-size
effort-estimation
egi
evaluation
falsifiability
few-shot
github
gtd
human-in-the-loop
ict
issue-triage
jira
json
keshav
literature-review
llama
llm
local-llm
meta
metrics
mistral
multi-agent
non-parametric
ollama
openspec
planning
popper
precision-recall
project-management
prompt-template
prompting
python
reading-method
research
research-methodology
rest-api
sdd
slr
software-engineering
spec-driven-development
spec-kit
sprint
statistics
story-points
sustainability
tawos
triage
validity
wilcoxon
zero-shot
15 jun 2026
Design Science Research — Artifact Design Prompts for PUMA
prompt
dsr
hevner
peffers
artifact-design
puma
anthropic
artefact
baseline
benchmark
bias
carbon-footprint
code-review
codecarbon
dataset
effort-estimation
ethics
evaluation
github
issue-triage
jira
literature-review
llm
local-llm
metrics
moc
non-parametric
pipeline
planning
precision-recall
project-management
prompt-template
pydantic
python
research-methodology
slr
statistics
story-points
sustainability
tawos
triage
wilcoxon
15 jun 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
triage
15 jun 2026
OpenCode — Controlled Experiment Protocol Design for PUMA
prompt
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
15 jun 2026
ChatGPT — Dataset Preparation Protocol for PUMA
prompt
chatgpt
dataset
jira-sr
tawos
puma
reproducibility
agile
baseline
checklist
dsr
effort-estimation
embeddings
evaluation
few-shot
gpt
issue-triage
jira
llm
metrics
moc
openai
pipeline
precision-recall
prompt-engineering
prompt-template
python
research-methodology
sprint
story-points
template
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
Cursor / OpenCode — Implementation Prompts for PUMA
prompt
cursor
claude-code
implementation
langgraph
puma
anthropic
api
architecture
carbon-footprint
chain-of-thought
checklist
codecarbon
cot
dashboard
data-formats
database
dev-tools
devops
docker
effort-estimation
few-shot
ide
issue-triage
jira
json
llm
local-llm
moc
ollama
prompt-template
pydantic
python
reasoning
sdd
spec-driven-development
sql
story-points
sustainability
tdd
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
📖 Glossary Supplement v2 — Extended Technical Terms
glossary
reference
definitions
supplement
academic-writing
accuracy
agentscope
ai-tools
aiops
ami
anthropic
api
architecture
auc
autogen
backlog
baseline
benchmark
bias
chain-of-thought
cot
crewai
data-formats
dataset
devops
drca
effect-size
effort-estimation
egi
embeddings
ethics
evaluation
few-shot
fine-tuning
github
gpt
human-in-the-loop
hypothesis
ict
iipr
issue-triage
jira
json
keshav
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
mas
memory
meta
metrics
mistral
mit-ai-lab
multi-agent
nlp
non-parametric
ollama
one-shot
openai
orchestration
perplexity
pipeline
planning
precision-recall
project-management
prompting
python
rag
rcoif
react
reading-method
reasoning
reasoning-action
reinforcement-learning
research
research-methodology
rest-api
retrieval
security
slr
software-engineering
sprint
statistics
story-points
supervised-learning
swarm-intelligence
swe-bench
tawos
tool-use
transformer
tree-of-thoughts
triage
validity
vector-db
wilcoxon
wp316
zero-shot
15 jun 2026
📖 Glossary — Tools & Platforms (Supplement v4)
glossary
tools
platforms
supplement
academic-writing
ai-tools
anythingllm
api
architecture
automation
bibliography
carbon-footprint
chain-of-thought
cicd
citation
codecarbon
cornell-notes
cot
crewai
dataset
dev-tools
devops
docker
elicit
embeddings
github
human-in-the-loop
ide
index
issue-triage
jira
keshav
knowledge-management
langchain
langgraph
literature-review
llama
llm
lm-studio
local-llm
mas
meta
metrics
mistral
multi-agent
note-taking
notebooklm
obsidian
ollama
opencode
openhands
openspec
orchestration
perplexity
pipeline
planning
precision-recall
project-management
pydantic
python
rag
react
reading-method
reasoning
reasoning-action
research
research-tools
rest-api
retrieval
sdd
semantic-scholar
semantic-search
slr
spec-driven-development
sprint
sustainability
tawos
triage
vector-db
zotero
15 jun 2026
Keywords — Category 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 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
MOC — PUMA Keywords Master Index
moc
keywords
glossary
puma
search-strings
ai-ethics
aiops
architecture
automation
benchmark
carbon-footprint
codecarbon
dataset
devops
dsr
effort-estimation
ethics
human-in-the-loop
index
issue-triage
keshav
langgraph
literature-review
llm
local-llm
mas
mcp
metrics
multi-agent
navigation
obsidian
ollama
pipeline
precision-recall
prisma
project-management
protocol
pydantic
python
rag
reading-method
research-methodology
research-tools
retrieval
slr
smart-pmo
software-engineering
story-points
sustainability
swarm-intelligence
triage
zotero
15 jun 2026
🔧 MOC — PUMA Full Technology Stack
moc
tools
stack
technology
puma
ollama
perplexity
zotero
academic-writing
ai-tools
anthropic
anythingllm
api
architecture
automation
benchmark
bibliography
chain-of-thought
cicd
citation
cot
crewai
dashboard
dataset
dev-tools
devops
docker
effort-estimation
elicit
embeddings
gemini
github
google
gpt
human-in-the-loop
ide
jira
knowledge-management
langgraph
literature-review
llama
llm
lm-studio
local-llm
meta
metrics
mistral
multi-agent
nlp
notebooklm
obsidian
openai
opencode
openhands
openspec
orchestration
pipeline
precision-recall
project-management
prompting
pydantic
python
rag
rcoif
react
reasoning
reasoning-action
research
research-tools
rest-api
retrieval
scrum
sdd
semantic-scholar
slr
software-engineering
spec-driven-development
story-points
swe-bench
tawos
template
vault
vector-db
10 abr 2026
PUMA Estimation Agent — OpenSpec v1.0
spec
estimation
agent
openspec
sdd
bdd
puma
story-points
agile
architecture
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dataset
effort-estimation
few-shot
github
index
issue-triage
jira
json
llm
local-llm
mistral
ollama
pipeline
python
reasoning
spec-driven-development
sustainability
tawos
triage
zero-shot
01 abr 2026
🌐 The Evolution of Agentic Software Engineering: An Analytical Study of Spec-Driven Development (SDD) and Its Impact on TIC Project Governance
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
sdd
spec-driven-development
18 mar 2026
Chapter 3 — Materials & Methods
project
chapter
methods
dsr
experiment-design
puma
agile
api
architecture
artefact
baseline
benchmark
carbon-footprint
chain-of-thought
checklist
code-review
codecarbon
cornell-notes
cot
dataset
devops
docker
effect-size
effort-estimation
evaluation
few-shot
finer
github
hypothesis
issue-triage
jira
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
navigation
non-parametric
note-taking
ollama
precision-recall
prisma
project-management
project-note
python
quantitative-research
reasoning
research-methodology
sdd
semantic-search
slr
spec-driven-development
statistics
story-points
sustainability
tawos
triage
wilcoxon
zero-shot
18 mar 2026
PUMA Triage Agent — OpenSpec v1.0
spec
triage
agent
openspec
sdd
bdd
puma
api
architecture
artefact
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dsr
effort-estimation
few-shot
hypothesis
issue-triage
jira
json
llm
local-llm
mistral
ollama
python
reasoning
research-methodology
spec-driven-development
story-points
sustainability
zero-shot
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
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
Ollama — Local LLM Inference Engine
tool
ollama
local-llm
inference
reproducibility
academic-writing
anthropic
api
architecture
automation
bdd
benchmark
bibliography
checklist
citation
data-formats
dataset
dev-tools
effort-estimation
github
ict
ide
issue-triage
json
literature-note
llama
llm
meta
metrics
mistral
non-parametric
opencode
precision-recall
project-management
python
reasoning
refactoring
research
research-tools
rest-api
sdd
semantic-scholar
software-engineering
spec-driven-development
statistics
story-points
testing
triage
wilcoxon
01 mar 2026
Research Tools — Academic Discovery & Management
tool
research
perplexity
consensus
elicit
zotero
semantic-scholar
connected-papers
academic-writing
ai-tools
anythingllm
api
benchmark
bibliography
chain-of-thought
citation
cot
dataset
dsr
few-shot
jira
literature-note
literature-review
llm
local-llm
metrics
notebooklm
obsidian
pipeline
precision-recall
prisma
project-management
python
rag
research-methodology
research-tools
retrieval
semantic-search
slr
software-engineering
tawos
01 mar 2026
🌐 Web Resources — Blogs, Docs & Key Links
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
01 mar 2026
🌐 Web Resources — Blogs, Docs & Key Links
literature
web
blog
docs
links
academic-writing
anthropic
api
bibliography
carbon-footprint
citation
codecarbon
critical-thinking
dataset
dev-tools
fleeting-note
github
hypothesis
ide
jira
langchain
langgraph
literature-note
llm
local-llm
metrics
multi-agent
obsidian
ollama
permanent-note
precision-recall
pydantic
python
red-teaming
research
research-methodology
research-tools
semantic-scholar
software-engineering
sustainability
tawos
template
vault
zettelkasten
01 mar 2026
LLM Agents — Definition and Taxonomy
permanent
concept
llm-agents
agents
orchestration
ai-ethics
ami
anthropic
api
architecture
artefact
baseline
bias
chain-of-thought
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
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
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
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
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
PUMA Architecture Specification v1.0
spec
architecture
puma
sdd
openspec
academic-writing
agile
ai-ethics
baseline
bdd
benchmark
bmad
carbon-footprint
chain-of-thought
codecarbon
cot
critical-thinking
data-formats
dataset
dsr
effect-size
effort-estimation
ethics
evaluation
few-shot
github
hypothesis
issue-triage
jira
json
literature-review
llama
llm
local-llm
meta
metrics
mistral
moc
multi-agent
navigation
non-parametric
ollama
precision-recall
prisma
python
red-teaming
research
research-methodology
slr
spec-driven-development
statistics
story-points
sustainability
swarm-intelligence
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
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
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: 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
Prompt: OpenCode — Triage Agent Implementation
prompt
claude-code
coding
triage-agent
sdd
implementation
anthropic
api
architecture
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dataset
dev-tools
effect-size
effort-estimation
evaluation
few-shot
github
ide
issue-triage
jira
json
llm
local-llm
metrics
mistral
non-parametric
obsidian
ollama
precision-recall
prompt-template
prompting
python
spec-driven-development
statistics
story-points
sustainability
template
triage
wilcoxon
zero-shot
01 mar 2026
PUMA Experiment Prompt — Issue Triage (Zero-Shot)
prompt
puma
experiment
triage
zero-shot
ollama
agile
api
baseline
benchmark
carbon-footprint
chain-of-thought
codecarbon
cot
data-formats
dataset
effort-estimation
evaluation
few-shot
hypothesis
issue-triage
jira
json
local-llm
moc
pipeline
prompt-template
prompting
python
reasoning
research-methodology
security
story-points
sustainability
tawos
template
01 mar 2026
Workflow: Daily Research Routine
workflow
gtd
daily
routine
mit-student-method
academic-writing
ai-tools
anthropic
baseline
bdd
benchmark
carbon-footprint
checklist
code-review
codecarbon
cornell-notes
data-formats
dataset
dev-tools
drca
effect-size
evaluation
falsifiability
github
ide
index
json
literature-note
literature-review
local-llm
metrics
moc
non-parametric
note-taking
obsidian
ollama
permanent-note
perplexity
pipeline
planning
popper
precision-recall
prisma
prompt-engineering
prompting
python
rcoif
research
research-tools
rest-api
semantic-scholar
slr
statistics
sustainability
tdd
template
vault
wilcoxon
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
Checklist: SLR Quality Assessment Criteria
checklist
slr
quality
prisma
ebse
academic-writing
ai-ethics
anthropic
api
baseline
bibliography
carbon-footprint
citation
codecarbon
data-formats
dataset
dev-tools
ethics
evaluation
ide
json
literature-review
local-llm
non-parametric
obsidian
ollama
prompting
python
rcoif
research
research-methodology
research-tools
statistics
sustainability
validity
wilcoxon
zotero
01 mar 2026
🌱 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