lev-os/agents - الصفحة ٦٧

poppers-falsifiability

Scientific theories must be testable and capable of being proven false

لغة النص الأصلي: الإنجليزية

porters-five-forces

Systematically assess the competitive intensity and attractiveness of an industry by analyzing five fundamental forces that shape competition and profitability

لغة النص الأصلي: الإنجليزية

power-laws

Non-linear relationships where a small number of inputs drive the vast majority of outputs

لغة النص الأصلي: الإنجليزية

powerful

Patty McCord's Netflix culture framework pairing radical freedom with radical responsibility through context not control

لغة النص الأصلي: الإنجليزية

predictable-irrationality

Human irrationality is not random but systematic and predictable, with people consistently deviating from rational decision-making in specific patterns

لغة النص الأصلي: الإنجليزية

price-elasticity

Measure demand sensitivity when deciding to raise, lower, or maintain prices

لغة النص الأصلي: الإنجليزية

pricing-strategy-models

Strategic pricing frameworks align price with delivered value, leverage cognitive biases, and structure offers to maximize average deal size and conversions

لغة النص الأصلي: الإنجليزية

principal-agent-problem

Conflicts arising when one party (agent) makes decisions on behalf of another (principal), but their interests diverge and information is asymmetric

لغة النص الأصلي: الإنجليزية

principles-based-thinking

Codify and apply core principles to make consistent decisions across diverse situations rather than relying on rules or intuition

لغة النص الأصلي: الإنجليزية

prisoners-dilemma

Recognize situations where individual rational choices lead to collectively worse outcomes - core model for cooperation vs. defection dynamics

لغة النص الأصلي: الإنجليزية

probability

Systematic approach to quantifying uncertainty and making better predictions by thinking in terms of likelihoods rather than certainties

لغة النص الأصلي: الإنجليزية

product-empowerment

Transform teams from feature factories into empowered missionaries solving problems autonomously with accountability for outcomes

لغة النص الأصلي: الإنجليزية

product-market-fit-survey

Sean Ellis test using the 40% rule to measure if your product has achieved product-market fit by surveying active user disappointment

لغة النص الأصلي: الإنجليزية

product-trio

Cross-functional PM-Design-Engineering collaboration for better product decisions through continuous collaboration rather than sequential handoffs

لغة النص الأصلي: الإنجليزية

prompt-engineering

Systematic techniques for structuring LLM instructions to produce accurate, consistent, and high-quality outputs

لغة النص الأصلي: الإنجليزية

property-based-testing

Test software properties with automatically generated inputs instead of hand-written examples, uncovering edge cases humans miss

لغة النص الأصلي: الإنجليزية

prospect-theory

Understand how people evaluate risk irrationally through loss aversion and reference points - predict decisions by recognizing pain of loss outweighs equivalent gain

لغة النص الأصلي: الإنجليزية

protocol-networks

Protocol network effects emerge when a communication or computational standard is adopted, becoming self-reinforcing as compatible products flood the market

لغة النص الأصلي: الإنجليزية

pu-uncarved-block

The state of natural simplicity and wholeness before being shaped by external conditioning, maximizing power through preserving natural potential

لغة النص الأصلي: الإنجليزية

raci-matrix

Clarify roles when cross-functional projects cause "who's doing this?" confusion

لغة النص الأصلي: الإنجليزية

radical-candor

Kim Scott's feedback framework combining caring personally and challenging directly to give kind, clear, and effective feedback

لغة النص الأصلي: الإنجليزية

radical-product-thinking

Translate ambitious product visions into strategy when suffering from feature bloat or metric obsession

لغة النص الأصلي: الإنجليزية

rag-patterns

Retrieval-Augmented Generation architectures that enhance LLMs with real-time external knowledge to reduce hallucinations

لغة النص الأصلي: الإنجليزية

rapid-framework

Clarify decision accountability by assigning five distinct roles (Recommend, Agree, Input, Decide, Perform) when navigating complex multi-stakeholder decisions

لغة النص الأصلي: الإنجليزية

red-queen-effect

Recognize competitive environments where you must continuously evolve just to maintain position - standing still means falling behind

لغة النص الأصلي: الإنجليزية

redundancy

Build backup systems and duplicate critical components so single failures don't cascade into total system collapse

لغة النص الأصلي: الإنجليزية

refactoring-methodologies

Systematically improve code structure without changing behavior using Martin Fowler's catalog of behavior-preserving transformations

لغة النص الأصلي: الإنجليزية

refactoring-ui

Practical design tactics for developers who want to create professional UIs without formal design training

لغة النص الأصلي: الإنجليزية

referral-systems

Systematic framework for designing customer referral programs with double-sided incentives, optimal timing, friction reduction, and AI-powered optimization

لغة النص الأصلي: الإنجليزية

reforge-growth-series

Comprehensive growth methodology covering loops vs funnels, activation habits, retention analysis, and multi-channel growth strategies

لغة النص الأصلي: الإنجليزية

regression-to-the-mean

Extreme outcomes tend to be followed by more average ones due to statistical variation

لغة النص الأصلي: الإنجليزية

relativity

Recognize that measurements and observations depend on frame of reference—absolute values are less meaningful than relationships and context

لغة النص الأصلي: الإنجليزية

requisite-variety-ashbys-law

The First Law of Cybernetics stating that a control system must have at least as much variety (response options) as the system it aims to regulate, otherwise the environment will dominate and destabilize the system

لغة النص الأصلي: الإنجليزية

resonance

Amplification that occurs when external input aligns with a system's natural frequency, where small well-timed efforts produce disproportionately large effects

لغة النص الأصلي: الإنجليزية

retention-engagement-frameworks

Systematically measure and improve how frequently users return through cohort analysis and behavioral metrics to optimize for product-market fit

لغة النص الأصلي: الإنجليزية

retrospectives

When your sprint/project ends - structured reflection framework that turns team experience into actionable improvements

لغة النص الأصلي: الإنجليزية

rice-prioritization

Scoring framework using Reach, Impact, Confidence, and Effort to objectively prioritize product features and projects

لغة النص الأصلي: الإنجليزية

risk-matrices

Visual probability-impact assessment tool that categorizes risks on a grid by likelihood and severity to prioritize mitigation efforts

لغة النص الأصلي: الإنجليزية

sagan-standard

Calibrate evidence requirements proportional to claim implausibility when evaluating extraordinary assertions

لغة النص الأصلي: الإنجليزية

scale-free-networks

Identify hub vulnerabilities when analyzing infrastructure resilience or planning targeted interventions

لغة النص الأصلي: الإنجليزية