H
Howardism
Howardism · Vol. 03Plate I · No. 01

Writing, in order.

Pieces211Sections4Oldest10 Apr 2026Newest3 Jul 2026

Every article in the wiki, grouped by kind: Concept notes, Entity profiles, and Essay pieces. Hover any title for a preview; click to enter.

Filed under
allConceptEntityEssayIndex
Domain
ai engineeringllm architectureinteraction & multimodalformal mathstartup & founderproduct & orggovernance & workforceentitiessyntheses
Plate · 01 of 04
137
concept notes

Patterns, frameworks, and abstractions worth a name.

Concept, in order.

  1. C01
    Implementation Abundance Inverts Product Work
    Product ManagementAI Native OrgTaste+1
    · 6′
  2. C02
    Polish No Longer Signals Readiness
    Product ManagementPrototypingProduct Process+1
    · 5′
  3. C03
    Role Averaging, Not Role Elimination
    Product ManagementTeam DesignAI Native Org+1
    · 6′
  4. C04
    Why AI Lags at Design
    DesignModel CapabilityVerifiability+1
    · 6′
  5. C05
    Agent Quality Flywheel
    EvaluationEvalsAgent Engineering+2
    · 8′
  6. C06
    AI Usage Cadences
    GovernanceWorkforceMeasurement+2
    · 5′
  7. C07
    The Automation–Optimism Link
    GovernanceWorkforceHuman AI Collaboration+2
    · 6′
  8. C08
    Conversation Artifacts
    GovernanceWorkforceMeasurement+2
    · 6′
  9. C09
    Exposure Taxonomy: Observed, Theoretical, Reported, Anticipated
    GovernanceWorkforceMeasurement+2
    · 6′
  10. C10
    Failures That Look Like Success
    EvaluationAgent EngineeringFailure Modes+1
    · 5′
  11. C11
    Optimizer–Evaluator Decoupling
    EvaluationAgent EngineeringReward Hacking+1
    · 4′
  12. C12
    Agentic Work Systematization
    Agent EngineeringHarnessAutomation+4
    · 7′
All 137 concept notes →
Plate · 02 of 04
45
entity notes

Short profiles of people, products, and organisations.

Entity, in order.

  1. E01
    Andrew Ambrosino
    EntityPersonOpenai+1
    · 4′
  2. E02
    Anthropic Economic Index
    EntityResearch ProgramEconomics+3
    · 4′
  3. E03
    Claude Sonnet 5
    EntityClaudeAnthropic+1
    · 8′
  4. E04
    Gemini Enterprise Agent Platform
    EntityPlatformGoogle+1
    · 3′
  5. E05
    Codex
    EntityToolAgent Harness+1
    · 7′
  6. E06
    Addy Osmani
    EntityPersonAI Coding
    · 3′
  7. E07
    Faros AI
    EntityEngineering IntelligenceVendor
    · 3′
  8. E08
    OpenAI
    EntityOrgAI Lab+1
    · 5′
  9. E09
    Peter Steinberger
    EntityPersonAI Coding
    · 2′
  10. E10
    FastContext
    EntitySystemMicrosoft+1
    · 3′
All 45 entity notes →
Plate · 03 of 04
20
essay pieces

Longer-form arguments and reflections.

Essay, in order.

  1. S01
    RSI Growth Curves: Which Friction Binds First?
    DerivedGovernance WorkforceRecursive Self Improvement+3
    · 9′
  2. S02
    The PRD-Replacement Spectrum at AI-Native Speed
    DerivedProduct OrgAI Native Org+3
    · 11′
  3. S03
    Where Does the Why Live?
    DerivedProduct OrgAI Native Org+3
    · 7′
  4. S04
    Foundation → Enterprise → Advanced: Is the Agent Access-Control Jump a Cliff?
    DerivedSecurityZero Trust+2
    · 8′
  5. S05
    How Do You Write Evals for Taste? Character as the Limit Case
    DerivedEvalsLLM Character+3
    · 8′
  6. S06
    Agent Control Plane Patterns: Tickets, Loops, Specs, and Memory Files
    DerivedAgent EngineeringOrchestration+1
    · 9′
  7. S07
    AI-Native Moats Under Frontier-Model Improvement
    DerivedStartupMoats+2
    · 8′
  8. S08
    AI-Native Product Org Bottlenecks
    DerivedProduct OrgAI Native Org+3
    · 9′
All 20 essay pieces →
Plate · 04 of 04
9
index notes

Catalogs and meta-articles about the wiki itself.

Index, in order.

  1. I01
    Open Questions Backlog
    · 57′
  2. I02
    AI Engineering & Agent Tooling
    · 11′
  3. I03
    Entities — People, Orgs, Tools & Projects
    · 9′
  4. I04
    Formal Mathematics & Proof Search
    · 1′
  5. I05
    Governance & Workforce
    · 7′
  6. I06
    Interaction & Multimodal
    · 2′
  7. I07
    LLM Architecture, Training & Alignment
    · 8′
  8. I08
    Product & Organization
    · 3′
All 9 index notes →
Plate · #
258
subjects

Free-form subjects across the wiki, most-referenced first.

By subject, most cited.

Agent EngineeringEntityAnthropicLLM ArchitectureGovernanceAI Coding WorkflowAlignmentPersonHuman AI CollaborationDerivedEmpiricalSecurityAI Native OrgEvaluationProduct ManagementWorkforceSafetyOpenaiFounderStartupHarnessMultimodalOrgTheoryCapability TrajectoryEngineering MetricsLLM ModelMeasurementAccountabilityAI For MathematicsAI NativeBenchmarksClaudeGovernance WorkforcePlanningZero TrustAI CodingAI LabAI RdCapability EvaluationEvalsForecastingProduct OrgRecursive Self ImprovementTrainingAgent OrchestrationAI AdoptionAsiAutomationClaude CodeCompetitive StrategyContext ManagementCybersecurityDeep ResearchFormal MethodsGo To MarketInterpretabilityKnowledge ManagementLLM EvaluationMoatsOrchestrationProductRole EvolutionScalingSoftware EconomicsTeam DesignVerificationWorkflow DesignAccess ControlAgent DeploymentAgent RuntimeAgentsAI CoworkingAI PolicyArchitectureCareerChain Of ThoughtCodexCognitive LoadDeepmindDeveloper WorkflowDual UseEconomicsGoogleGrowth DynamicsHRIntegrationInterfaceLimitsLLM As A JudgeLLM CharacterMCPMental ModelModel SpecMonitoringOrg DesignPrdProcessProduct ProcessProduct StrategyPrototypingQualityResearcherReward HackingRLHFSoftware DesignSynthesisSynthetic DataSystemTasteThreatsToolTraining GamingType/entityUniversal AIVulnerability ResearchAbstractionAgencyAgent HarnessAgent SafetyAIAI EconomyAI EthicsAI EvaluationAI SafetyAI ToolsAixiAlignment ResearcherArms ControlAuthenticationBelief ModificationBusiness StrategyCatastrophic RiskClassifiersCLI AgentCode AuthorshipCode QualityCodingCompanyComplexity TheoryComputeComputer UseConcept DiscoveryConfirmation BiasContainmentControl PlaneCoordinationCreativityCredentialsData FlywheelData ProvenanceData WallDebate MapDebuggingDecision MakingDefenseDefensibilityDefinition Of DoneDeploymentDesignDesign PrincipleDesign SystemsDigital IntelligenceDiscoveryDocumentEducationEngineering IntelligenceEpistemicsExploit DevelopmentFailure ModeFailure ModesFrontier LabGeneralistsGeneralizationGoogle DeepmindGroup AgencyHistoryHonestyIdentityIncident ResponseInferenceInput ValidationIntelligence MeasureInteraction MultimodalInternal ToolingInverse ScalingIsolationLearning GuideLeast PrivilegeLeverageLifecycleLLM CapabilitiesMacroMediaMemoryMessaging PlatformMethodologyMicrosoftMidtrainingMisalignmentModelModel CapabilityModel ImprovementModel PoisoningModel RoutingModel WelfareMulti AgentMvpNous ResearchOpinionsOptimizationOrganizationOwaspPermissionsPersonal Knowledge BasePlatformPm SkillPrinciplePrivacyProbesProduct TasteProductivityPrompt EngineeringPrompt InjectionPromptingProtocolRAGRed TeamingResearchResearch ProgramRetrievalRole ShiftRspRubricsSafeguardsScale StageScaling LawsScientific DiscoverySearchSFTSingularitySkills DevelopmentSoarSoftware ArchitectureSoftware DevelopmentSoftware ParadigmStandardsSubagentsSuperintelligenceSupply ChainTechnical DebtTechnology DiffusionThreat LandscapeThreat ModelTool UseValidationVendorVerifiability