lev-os/agents - Page 60

ansoff-matrix

Four-quadrant growth strategy framework mapping risk-return tradeoffs across market penetration, market development, product development, and diversification

antifragility

Systems that don't just withstand shocks and volatility but actively gain strength from them

apophenia

Guard against the tendency to perceive meaningful connections between unrelated things by demanding evidence of actual causal relationships before acting on perceived patterns

arbitrage

Profit from price differences of identical assets across markets by buying low in one and selling high in another

aria

W3C standard for making web applications accessible to assistive technologies through semantic roles, properties, and states

asymptotic-marketplace-effects

Recognize when marketplace value saturates after reaching liquidity threshold, requiring non-network moats when doubling supply no longer improves user experience

attentional-bias

Current thoughts and preoccupations disproportionately affect what we notice, leading us to selectively perceive information that matches our mental focus

attractors

A state or set of states toward which a dynamical system naturally evolves over time, regardless of where it starts

aumanns-agreement-theorem

Two rational Bayesian agents with the same prior beliefs cannot agree to disagree if their posterior beliefs are common knowledge

autocatalytic-sets

Self-sustaining chemical reaction networks where molecules collectively catalyze each other's formation from basic building blocks

availability-heuristic

Correct probability and frequency judgments distorted by mentally available examples by seeking base rate data before relying on vivid anecdotes

backcasting-from-desired-futures

When you need to plan backward from an ambitious future goal to identify required steps

backcasting

Start from desired future state and work backwards to map pathways when current trajectory leads to unacceptable outcomes requiring transformational change

backend-for-frontend

Create client-specific backend services that aggregate and transform data from downstream microservices to match each frontend's unique needs

backtracking

Systematic trial-and-error search technique that builds solutions incrementally, abandoning candidates as soon as they cannot lead to a valid solution

bandwagon-effects

Recognize and counteract the tendency to adopt beliefs or behaviors simply because others are doing so, independent of underlying evidence

base-rate-analysis

Start with statistical baseline frequencies before considering individual case details - combat base rate neglect by anchoring on "what usually happens"

base-rate-fallacy

Ignoring statistical base rates in favor of vivid case-specific information when assessing probability

base-rates

Statistical frequency of events in a reference class that provides the starting point for predictions before considering specific case details

basecamp-handbook

When you need practitioner-tested principles for calm, sustainable company building

batch-serving

Machine learning inference pattern where predictions are generated for large datasets at scheduled intervals rather than in real-time

bayes-theorem

Update probability estimates as new evidence emerges - prior beliefs + likelihood of evidence = refined posterior probability

bayesian-updating

Systematically update your confidence in hypotheses as new evidence arrives, weighting both prior beliefs and new information by their respective reliability

bcg-growth-share-matrix

Prioritize resource allocation across business units by classifying them based on market growth rate and relative market share

behavior-driven-development

Bridge communication gap between technical and business stakeholders using Given-When-Then scenarios in plain language

belief-network-effects

Recognize that value of beliefs and ideas increases with adoption, creating momentum for ideas regardless of intrinsic truth

biodiversity

When variety of life forms within a system creates resilience and stability

black-swan-theory

Rare, high-impact, unpredictable events disproportionately shape history, markets, and systems

blameless-postmortems

When a production incident occurs - systematic incident analysis that focuses on systems over people to prevent recurrence

blessing-in-disguise-triz-principle

When harmful or undesired effects can be converted into benefits

blue-ocean-strategy

Create uncontested market space where competition becomes irrelevant, simultaneously pursuing differentiation and low cost through value innovation

bottlenecks

When identifying and addressing the constraining factor yields disproportionate system improvement

brier-score

Measure forecasting accuracy by calculating mean squared error between predicted probabilities and outcomes when improving calibration through systematic feedback

calibration

Align predicted probabilities with actual outcomes - train yourself so things you say are 70% likely actually happen 70% of the time

calibration-vs-discrimination-trade-offs

When improving forecast accuracy requires balancing how well predictions match reality vs. how well they distinguish between outcomes

carrying-capacity

Identify maximum sustainable load, population size, or growth limits constrained by available resources to prevent overshoot and collapse - apply capacity planning, scalability analysis, and bottleneck identification when managing infrastructure,…

catalysts

Identify and deploy small interventions that lower activation energy for desired change without being consumed - accelerate reactions that would happen anyway

cathedral-thinking

Plan and execute multi-generational projects you won't live to see completed, laboring in the present for future glory and legacy

causal-loop-diagrams

Map cause-and-effect relationships with reinforcing/balancing feedback loops to visualize system structure and predict behavior patterns

causal-tree-analysis

Hierarchical root cause investigation technique that maps all necessary and sufficient conditions leading to an adverse event using tree-structured logic