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36 topics · AI-generated learning content
Inside the inference scaling paradigm — how modern LLMs reason, route between models, build internal world models, and what that means for systems that use them.
Carroll's surreal journey through a world of logical nonsense — what it reveals about the absurdity of adult rules seen through a child's ruthless logic.
Tolstoy's dissection of Russian society — Anna's affair read not as romance but as a collision between individual desire and a social order that tolerates no deviation.
The evolution of API design — from REST conventions through GraphQL flexibility to type-safe RPC frameworks, and the trade-offs that should drive the decision.
Dostoevsky's final and greatest novel — faith, doubt, patricide, and three brothers as archetypes of the human condition: intellect, passion, and saintliness.
Dickens's tight ghost story about the economics of compassion — how Scrooge's transformation is not sentimental but brutally rational.
Augustine's monumental defence of Christianity after Rome's fall — the argument that earthly power is always temporary, but the divine city endures.
Dumas's grand revenge epic — Edmond Dantès's transformation from wronged innocent to patient, methodical destroyer of the men who betrayed him.
Dostoevsky's psychological masterpiece — Raskolnikov's theory that extraordinary men are above morality, and how the weight of guilt dismantles it.
Ending the specificity wars — BEM, utility-first, cascade layers, and a framework for choosing your CSS architecture based on team size and project scale.
Cervantes's accidental masterpiece — the first modern novel, read as a study in idealism vs reality and what happens when a man weaponises delusion.
Wilde's Faustian tale of beauty, corruption, and the portrait that bears the cost of a life lived without conscience.
Shelley's founding text of science fiction — the ambition of creation, the horror of abandonment, and whether Victor or his creature is the real monster.
Twain's great American novel — a raft trip down the Mississippi as a dissection of freedom, hypocrisy, and the moral education of a boy the South failed to corrupt.
Ibsen's explosive drama — Nora Helmer's awakening from the comfortable cage of Victorian marriage and the door slam that shook European theatre.
Brontë's radical portrait of female independence — a governess who refuses to trade her self-respect for security, love, or social position.
Hugo's monumental argument about justice, mercy, and whether society's laws serve its people — told through Jean Valjean's lifelong pursuit by an immovable system.
How to actually measure whether an LLM is getting better — evaluation frameworks, chain-of-thought strategies, thinking token costs, and the 2026 reasoning landscape.
George Eliot's panoramic study of provincial life — ambition, marriage, and the quiet tragedy of intelligent people trapped by the limits of their world.
Tolle's guide to presence — the case that the ego and its addiction to past and future is the primary source of human suffering.
Mental models for building with React — the component model, reconciliation, hooks, concurrent features, and how React compares to the broader UI framework landscape.
Conan Doyle's consulting detective examined as a cognitive system — how Holmes's methods of observation and deduction became a template for modern analytical thinking.
Hardy's indictment of Victorian sexual politics — a woman crushed by a society that invented her fall, then punished her for it.
Montgomery's underrated masterpiece — Valancy Stirling's radical escape from family tyranny when a death sentence liberates her from the fear of others' opinions.
Fitzgerald's autopsy of the American Dream — Jay Gatsby's reinvention as a case study in how the pursuit of an idealised past destroys everything in the present.
Homer's epic of war, glory, and grief — read as a study in the cost of ego, the randomness of fate, and why Achilles's rage is still the most human thing in ancient literature.
Beyond basic types — structural typing, discriminated unions, advanced generics, utility types, and how to make impossible states unrepresentable in TypeScript.
The invisible infrastructure of the browser — HTTP/2, HTTP/3, caching strategies, storage APIs, and what happens before your JavaScript even runs.
Speed as a revenue variable — Core Web Vitals, INP, critical path rendering, and the practical techniques that actually move the needle for real users.
Practical defence for web developers — CSRF, JWT pitfalls, SQL injection, XSS, and the architectural patterns that prevent the OWASP top 10 from becoming your problem.
Brontë's violent, obsessive love story — stripped of romance and read as a gothic study in class resentment, revenge, and the destructive force of fixation.
Production-grade engineering for AI agents — skills, workflows, and architecture patterns for senior engineers building reliable AI systems.
Bram Stoker's gothic masterpiece examined through modern eyes — Victorian technology, obsession, predation, and the data that brought down a monster.
Stevenson's tale of duality, respectability, and the monstrous self — exploring what the novella reveals about Victorian repression and human psychology.
Melville's monumental novel of obsession, the sea, and the unknowable — dissected for what it actually is, and whether the journey is worth it.
Austen's razor-sharp comedy of manners — a cutthroat strategic game of marriage, money, and social positioning dressed up as romance.