productivity▌

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Skill by ara.so — Daily 2026 Skills collection.

Behavioral testing and reliability metrics for LLM agents, catching production failures benchmarks miss. \n \n Covers five core evaluation areas: agent testing, benchmark design, capability assessment, reliability metrics, and regression testing \n Emphasizes statistical test evaluation (multiple runs, result distribution analysis) and behavioral contract testing over single-run or string-matching approaches \n Includes adversarial testing patterns to actively probe agent failure modes and ident

A systematic approach to building a scalable, predictable B2B sales machine. Pioneered the outbound prospecting system that helped Salesforce add $100M in recurring revenue.

Personalized 1-on-1 mastery tutor. Bloom's 2-Sigma method: diagnose, question, advance only on mastery.

sentry-code-review

Flutter development with Riverpod state management, Freezed immutable models, go_router navigation, and mocktail testing. \n \n Riverpod provider ecosystem covers simple values, mutable state, async operations, streams, and parameterized data with family modifiers; AsyncValue pattern handles loading, error, and data states uniformly \n Freezed generates immutable data classes and union types for sealed state modeling; integrates with JSON serialization via json_serializable \n go_router provides

Automated learning capture in CI pipelines that deduplicates failure patterns and proposes prevention rules. \n \n Inspects PR check results and CI failures to identify recurring patterns tracked by stable pattern_key , promoting only when recurrence thresholds are met (3+ occurrences across 2+ distinct runs within 30 days) \n Ingests learning candidates from simplify-and-harden-ci and emits machine-readable YAML output without interactive prompts, suitable for headless GitHub Actions workflows

Skill by ara.so — Daily 2026 Skills collection.

Forge is a full-stack Rust framework. Everything compiles into a single binary backed by PostgreSQL. There is no separate API server, job runner, or cron scheduler -- one binary does it all.