Coding & Dev Tools

iradoweck Bundle

Patterns for managing distributed transactions and long-running business processes.

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Drafts a Third-Party Complaint (impleader) under FRCP 14 or state equivalents. Use when a defendant needs to implead a party for indemnification, contribution, subrogation, or breach of warranty during the pleadings phase.

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Drafts U.S. trademark coexistence agreements defining permitted use boundaries, differentiation requirements, and confusion-prevention protocols for parties with similar marks. Use when drafting coexistence or consent agreements, concurrent use arrangements, or resolving likelihood-of-confusion disputes without litigation.

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Design and implement metamorphic testing for systems with the oracle problem. Use when: testing ML models, scientific computing, compilers, search engines, databases, graphics pipelines, or any system where correct output is unknown but input-output relationships are predictable. Metamorphic relations, property-based testing, MR taxonomy, oracle-free verification.

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First information disproportionately influences judgments and decisions, even when the initial value is arbitrary or irrelevant

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

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

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Buddhist insight that nothing has fixed, independent existence—reduce suffering by releasing false belief in permanence and cultivate compassion through recognizing interconnection

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Understand cumulative adaptation over generations through variation, selection, and inheritance as mechanism for complex optimization without design

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Distributions where extreme events occur far more frequently than normal statistics predict

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Uncover root causes by iteratively asking why a problem occurred, moving from symptoms to underlying system failures

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Solve problems by identifying what would cause failure instead of optimizing for success - reveals critical failure modes that forward thinking obscures

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Build, test, learn, and refine in rapid cycles when uncertainty is high and perfect upfront design is impossible

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Outmaneuver competition by cycling through observe-orient-decide-act faster than opponents, operating inside their decision-making tempo

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Understand that all phenomena arise through interconnected causes and conditions, enabling systems thinking and recognizing leverage points for change

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Low-skill individuals overestimate their competence because they lack the metacognitive ability to recognize their own incompetence

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Adjust aggregated probability forecasts upward when diverse forecasters converge, compensating for crowd conservatism

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UNESCO learning-by-doing methodology to reveal and reframe unconscious assumptions about the future through structured experimentation

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Systematic six-step methodology for iterating to product-market fit using the Product-Market Fit Pyramid framework

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Diagnose and overcome the seven organizational learning disabilities that prevent teams from seeing problems clearly and adapting effectively

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Build a latticework of 100+ fundamental models from multiple disciplines to achieve worldly wisdom and superior decision-making through multidisciplinary thinking

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Recognize that memory is reconstructive and vulnerable to contamination by post-event information, leading to false but confident recollections

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Detect and navigate strategic inflection points by cultivating paranoid attention to 10X forces when industry fundamentals are about to change dramatically

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Systematic tendency to overestimate one's knowledge, abilities, and the precision of predictions, leading to excessive risk-taking and poor calibration

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Systematic measurement of product-market fit using the 40% disappointment threshold and follow-up questions to guide product iteration

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Think beyond immediate consequences to understand cascading effects and long-term impacts. Use when making high-stakes decisions, evaluating long-term strategies, or when everyone agrees on the obvious solution. Apply systematic "and then what?" questioning to trace causality chains through time and interconnected systems.

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Frame situations as competitive or collaborative when total value is fixed or expandable

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Evaluates alternative data sources including satellite, NLP sentiment, web scraping, and geolocation for alpha signal generation. Use when analyzing alt data, evaluating new data sources, or integrating non-traditional signals.

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Evaluates capital efficiency with burn multiple, net new ARR per dollar burned, and path to profitability analysis. Use when analyzing burn efficiency, assessing capital needs, or modeling runway scenarios.

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Builds LP commitment pacing with deployment curves, distribution assumptions, and NAV projection for portfolio planning. Use when modeling commitment pacing, projecting LP cash flows, or planning new fund allocations.

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Evaluates regulatory technology solutions with compliance efficiency and implementation cost-benefit analysis. Use when evaluating regtech, analyzing compliance automation, or assessing regulatory technology.

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Structures OFAC and global sanctions screening with match investigation and escalation protocols. Use when screening for sanctions, investigating potential matches, or managing sanctions compliance.

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Structures stablecoin evaluation with reserve backing, redemption mechanics, and regulatory classification. Use when analyzing stablecoins, evaluating reserve adequacy, or assessing stablecoin risk.

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Identifies and structures tax credit opportunities including R&D, energy, and employment credits. Use when analyzing tax credits, quantifying R&D credits, or evaluating credit eligibility.

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Identifies and executes tax-loss harvesting opportunities with wash sale compliance and tracking. Use when harvesting tax losses, managing wash sale rules, or optimizing after-tax returns.

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Drafts Marital Settlement Agreements for divorce proceedings covering property division, spousal support, child custody, and enforceability provisions. Triggers on requests to draft MSAs, divorce settlement agreements, property settlement agreements, or marital dissolution contracts.