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The notes of Justin Abrahms
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aiml
An overview of python data science libraries
attention (machine learning)
ChatGPT
Deep Learning
Differential Privacy
far-away tokens
GPT-3
Gradient-Boosted Decision Trees
LLMs
policy gradient algorithms
Provenance of ML training data
Proximal Policy Optimization
Recursive Neural Net
Reinforcement Learning from Human Feedback (RLHF)
supervised machine learning
transformer network
college
Broken Treaties, OPB
CS260 Data Structures
Native Oregonians
PSU Data Science
Utmost good faith
devops
Accelerate
An ideal pipeline
An idealized developer day
automated canaries with spinnaker
backstage
Backstage
batch size
CD maturity model
cdCon
cdcon 2022 trip report
cdcon keynotes
continuous delivery
Continuous Delivery Foundation (CDF)
continuous integration
continuous testing
DevOps Enterprise Journal, Spring 2021
devshell
flow framework
github pull request querying
How we revolutionized developer experience with 3.5 platform engineers
Little's Law
loosely coupled architecture
Maturity Model
Nix
Open Feature
Open Feature Summit
otel and cd pipelines
otel and tests
platform engineering
psycological safety
quality practices
SPACE framework for developer productivity (forsgren)
Survey design for Accelerate
Team Topologies
tech debt workshop
Test Driven Development
testing
Trunk-based development
unit of work in modern delivery
Westrum orgnizational culture
llm-assistant
book-diff
enterprise-roadmap-to-sre-diff
launchdarkly-oreilly-effective-feature-management-diff
OReilly_Continuous_Delivery_In_The_Wild-diff
README
The DevOps Handbook-[Gene Kim]-diff
2026-01-31-knowledge-synthesis
2026-01-31-orphan-analysis
2026-02-12-knowledge-edge-map
2026-02-12-weekly-review
hub-platform-engineering
hub-system-design
Knowledge Diff - Obsidian Vault vs. Reference Corpus
periodic-prompts
research-suggestions
math
stats
Additive Rule of Probability
Analysis of variance
bayes' theorem
Behavioral Sciences Stats
Benford's Law
bernouli distribution
binomial distribution
blocking
box & whisker plot
Categorial Data Analysis
central tendency
chi-square procedure
coefficient of variation
Complements
conditional probability
Confidence Intervals
continuous random variables
correlation coefficients
Cramer's v
Critical Value
determining sample size
Discrete random variables
Eastern Oregon University (EOU)
frequency distribution
Generating math homework in latex from python
Hypergeometric random variables
Hypothesis Testing
independent-samples t-test
Introductory Statistic
linear regression (stats)
log-normal distribution
Machine Learning
measures of placement
Monte Carlo simulations
multiplicative rule of probability
n choose k
Non-parametric statistics
ogive graph
one-way ANOVA
ordinal data
pareto chart
Pearson Residuals
Percentiles
poisson distribution
Power (statistics)
power law distribution
probability of random selection
Quartiles
R (programming language)
random variables
Range
related-samples t-test
Sampling Distributions
Sampling distributions of means
Sampling Error
Simpson's Paradox
single sample inferences
Standard Deviation
Standard Error
standard error of the estimate
standard normal curve
STAT 361 Intro to Statistical Methods
statistics
statistics definitions
stats in python
survivorship bias
t-distribution
t-tests
Threats to external validity
Threats to internal validity in experiments
tidyverse
Trustworthy Online Controlled Experiments
two sample comparison
two-way ANOVA
Twyman's Law
Wilcoxon rank sum tests
z-score
anti-derivatives / anti-differentiation / integration
Calculating arc length and surface area
Calculating areas and volumes
calculus
Central Limit Theorem
Chebyshev's Inequality Theorem
definite integrals
degree
degrees of freedom
derivatives / differentiation
displacement
division by polynomials
Elementary Matrices
Empirical Rule
Fundamental theorem of calculus
Gaussian Elimination
geometry
Homogeneous Equations
Integration by Parts
Integration via Pythagorian Identity
L'Hopital's Rule (LHR)
Linear Algebra
Linear Equations
linear interpolation
Linear Transformations
logarithms
Math
Matrix Addition, Scalar Multiplication, and Transposition
Matrix Inverses
Matrix Multiplication
Matrix-Vector Multiplication
Mean Value Theorem of Differentiation
Partial Fractions
perfect square
Projections and Planes
Solutions for Systems of Linear Equations & elementary operations
The Cofactor Expansion
Trigonometric Integrals
trigonometric substitution
Trigonometry
u-substitution
Vectors and Lines
open tracing
telemetry in async use-cases
opensource
authentic participation for companies
CHAOSS (Community Health Analytics for Open Source Software)
commercial positioning of opensource software
community analysis of open source
FOSSy
InnerSource
Linux Foundation
Marketing is Essential for Open Source Projects
Open Source
Open Source Summit
OSPO (TODO) group
OSPO at GitHub
OSPOcon
outreachy
TRUE cost of open source
Using CHAOSS to measure risk in your portfolio
p2p
Bitswap
blockchain
Bluesky
CBOR
Challenges in open, self-sovereign identity
Common Crawl
consistent hashing
Content Addressible aRchive
Content Identifier
DAG-CBOR
Decentralized Autonomous Organization
DID
DID Document
DID placeholder
DID Resolution
Distributed Hash Table
DNSlink
Ethereum
Ethereum Oracles
FileCoin
Fission Labs
Hash Addressible Mapped Trie
Inter-planetary File System
Inter-Planetary Name System
InterPlanetary Linked Data
IPFS blocks
IPFS pinning
IPVM
iroh
Jellyfish
JSON-LD
kubo
Legality of DAOs
libp2p
Link Record
Mesh Networking
non-custodial wallets
Non-Fungible Token
overlay network
Petnames
Protocol Labs
Read Write Own
Regenerative Finance (ReFi)
scale-free networks
Secure Scuttlebutt
Self-sovereign identity
Ten Principles of Self-Sovereign Identity
UnixFS
User controlled Authorization Networks (UCAN)
verifiable data registry
Version Map
Web 3
Web-Native File System
web3.storage
Zero Knowledge Proofs (ZKP)
Zooko's Triangle
readwise
articles
How to Effectively Refine Engineering Strategy.
Looking Under the Lamppost
nanolangdocsSHADOW_TESTS.md at Main · JordanhubbardNanolang
StrongDM Software Factory
security
Automated SLSA evaluation
certificate authority
chainguard
End-to-End Encryption
Evil32
GUAC
Hierarchy of Supply Chain needs
Key Sharding
OAuth
OpenSSF
SAST tooling
sbom scorecard
Secure Quick Reliable Login
security
SemGrep
shift left on security
SLSA
Software Bill of Materials (SBOM)
Supply Chain Security
tekton & supply chain security
Workload Identity Federation
solarpunk
book review
Butt-conf
co-ops
Cory Doctorow
Digital Minimalism
Projection Mapping
protopia
solarpunk
Solarpunk Manifesto
subsidiarity
Walkaway
sre
Adding ssh keys into gcp instance
alarm severity
availability
Business Continuity / Disaster Recovery
CAP theorem
Certified Kubernetes Application Developer (CKAD)
CNCF TAG observability
configuration management
Consul
Consul leader election
Container Network Interface (CNI)
Custom K8s Controller
Custom Resource Definition
day1/day2 operations w/ cncf
disaggregated storage
Docker Logging
dynamic provisioning of pods in k8s
eBPF
Essential patterns for designing and implementing your operator
Far from the Shallows: The Value of Deeper Incident Analysis
Followship: a proposed model of incident organizations
Good alerts
Google Cloud Platform
How to take Prometheus Planet Scale
incident archeology
incident severity
k8s finalizers
k8s services
KubeconNA 2022
KubeconNA 2024
kubernetes
kustomize
latency is not normal(ly distributed)
Nomad machine migration
Open Telemetry
open telemetry and open tracing merge
Open Tracing
open tracing/telemetry in async use-cases
post-incident analysis
Prometheus
prometheus
Runtime secrets management
scaling event streaming applications
service account (k8s)
Service Levels
SRE
SREcon
SREcon 2023 trip report
Sustainability the container native way
synthetic testing (CXA)
wireshark
Abstract Data Types
Agentic LLM
Analysis of Umatilla Reservation Report, 1868
Apollo
Build vs Buy decision frameworks
Building a HFT system w/ go and java (coinbase)
c4 model (diagramming)
Calculating velocity
chess
Clustering within org-roam notes
Coding agents
coffee shuffles
Community detection in graphs
Conferences
Consensus Clustering
Context Engineering
Continuing Education
Cosine Similarity
counting inbound org-roam links
CSAM
Customer Interviews
Definition of Done
Domain ownership model
Dunbar's number
DX
DX at Thrive
Emacs
Embeddings
engineering vs science in product development
Escaping the Rewrite Trap
Etsy Search Algorithms
Expectations of an Engineering Manager
Exporting org-roam to quartz
fake door experiment
Feature Flags
Figuring out owners for github repos
Fun German sayings
Gathering customer feedback
generating connections within org-roam
GraphQL
GraphQL Schema Governance
Hyrum's Law
kanban
Knight movement
knots
knowledge-base
Learning through Writing
Localization
London System
Managing Diversity
Martin Fowler
mass-download of gitlab data
Monte Carlo forecasting (project planning)
Objective Key Results
Octave
Ollama
OpenAPI
Orchestrated Agentic LLMs
org roam
org-roam tags
pareto principal
Peer-Responsible quality
PERT estimation
Platform Strategy
practica
Product Lead Growth
QA
questions to ask in an interview
rands leadership slack
Recursive Language Model
Retrieval-Augmented Generation
Rust
Rust macros
Rust on Nix
saga pattern
scaling governance across the enterprise
SOPS
Sprint Ceremony input/outputs
Sprint planning
Story points
StrongDM’s Software Factory
take rate
Technical Debt
tests for quartz
The Anthropic hive mind
Things I find myself repeating
transformational leadership
Types of LLM prompts
Untitled
USDS
user story mapping
Vector Databases
videos
walk in graphql
Weekly status reporting
Word Vectors
wow specifications
Home
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opensource
Folder: opensource
16 items under this folder.
Feb 16, 2026
CHAOSS (Community Health Analytics for Open Source Software)
Feb 16, 2026
FOSSy
Feb 16, 2026
InnerSource
Feb 16, 2026
Linux Foundation
Feb 16, 2026
Marketing is Essential for Open Source Projects
Feb 16, 2026
OSPO (TODO) group
Feb 16, 2026
OSPO at GitHub
Feb 16, 2026
OSPOcon
Feb 16, 2026
Open Source Summit
Feb 16, 2026
Open Source
Feb 16, 2026
TRUE cost of open source
Feb 16, 2026
Using CHAOSS to measure risk in your portfolio
Feb 16, 2026
authentic participation for companies
Feb 16, 2026
commercial positioning of opensource software
Feb 16, 2026
community analysis of open source
Feb 16, 2026
outreachy