Articles
Data-backed commentary on market gaps, unsolved problems, and builder opportunities.
BuildersFoundersDeveloper Tools
The 17k-run agent study misses why tools get installed
A new study looks at which tools Claude, Codex, and Cursor install across 17,000 runs. But the more interesting question is why. Our data on developer pain points shows agent tool choices are reactions to specific frustrations, not abstract preferences.
via Hacker News (Best)·Sep 5, 2026
BuildersFoundersDeveloper Tools
A YC-Backed Mapping API Is Open Source—But What Are Builders Actually Struggling With?
Herdr’s YC announcement is a win for affordable mapping, but our community data shows that cost is only part of the story. Builders consistently flag reliability, hidden fees, and poor developer experience as the real barriers to adopting new geolocation APIs—and that’s where the biggest opportunities lie.
via Hacker News (Best)·Aug 8, 2026
BuildersFoundersDeveloper Tools
The AI Coding Tool That Burned Me—and 47 Reasons You Should Care Too
I still remember the moment I realized my $EDITOR had been hijacked. It wasn't a bug—it was a feature, apparently. alekq's recent post about OpenCode's alarming behavior hit a nerve. But our data shows this isn't a one-off. It's the tip of a very nasty iceberg.
via Hacker News (Best)·Jul 22, 2026
Browse by Industry
AIAI & Machine LearningAI & TechnologyAI HardwareAI SoftwareAI StartupsAI-native companiesAI/MLAI/SoftwareAPI ServicesAccountingAgricultureAirlineAirlinesAll IndustriesAll Industries (Remote Work)App DevelopmentApparel & FashionApparel ManufacturingAssistive TechnologyAuto InsuranceAuto LendingAuto RepairAutomotiveAutonomous VehiclesAviationB2BB2B SaaSB2B SalesB2B SoftwareB2B TechnologyBankingBanking & FinanceBanking/FinanceBeauty & WellnessBiotechBowling CentersBusiness ServicesCRMCleaning ServicesClimate TechCloud SecurityCloud ServicesCommerceComplianceConference OperationsConstructionConsumer ElectronicsConsumer GoodsConsumer Packaged GoodsConsumer PrivacyConsumer ServicesContentContent CreationCorporateCorporate OperationsCorporate WellnessCoworking SpacesCreative ServicesCreator EconomyCritical InfrastructureCryptocurrencyCustomer ServiceCustomer Success ServicesCybersecurityData CenterData Center ManagementData Center OperationsData CentersData ProtectionData ScienceData VisualizationDebt CollectionDefenseDefense & MilitaryDesignDevOps & IT OperationsDeveloper ToolsDigital MarketingDigital MediaDomain RegistrationE-commerceEco-Friendly ProductsEducationElectric Vehicle ChargingElectricalElectronicsEmergency ServicesEnergyEnergy & UtilitiesEnergy ManagementEngineeringEnterprise SalesEnterprise SoftwareEntertainmentEntertainment & RecreationEntrepreneurship & StartupsEnvironmental ServicesEquity ResearchEuropean EntrepreneurshipEvent ManagementEvent PlanningEvents & MediaFashion & ApparelFertilityField ServicesFinTechFinanceFinancial ServicesFintechFitnessFleet ManagementFood & BeverageFurniture ManufacturingGeneral BusinessGeneral Business OperationsGeneral WorkforceGig EconomyGlobal Payroll ComplianceGolfGovTechGovernmentGovernment & Public SectorGraphic DesignGroceryHR & RecruitingHR TechHR TechnologyHVACHardware RepairHealth & WellnessHealthcareHigh-Performance ComputingHigher EducationHome AutomationHome Goods RetailHome ServicesHospitalityHotel ManagementHuman ResourcesIT Service ManagementIT ServicesImmigration ProcessingIndustrial AutomationInsurTechInsuranceKnowledge WorkLaw EnforcementLeasing & FinanceLegalLiquor RetailLoan ServicingLogisticsManufacturingMarketingMarketing & AdvertisingMarketing TechnologyMediaMedia & EntertainmentMedia & PublishingMedical DevicesMilitary LogisticsMiningMobile AppsMoving & StorageMusicNonprofitOffice ManagementOil & GasOthersPR & CommunicationsPayrollPharmaceuticalPharmacyPhotographyPhysical TherapyPlumbingPrintingPrivacy & SecurityProductivity ToolsProfessional ServicesProperty ManagementPublic SafetyPublishingRailReal EstateRecruitingRecyclingRemittancesRemote WorkResearch & Scientific ModelingRestaurant ManagementRetailRevenue OperationsRide-SharingRoboticsRoofingSaaSSaaS / SoftwareSalesSales & MarketingSales OperationsSales TechSales TechnologySalesTechSecuritySenior CareShort-term RentalsSmall BusinessSmall Business FinanceSocial MediaSocial ServicesSoftwareSoftware & SaaSSoftware & TechnologySoftware DevelopmentSoftware as a ServiceSoftware as a Service (SaaS)Software/SaaSSportswearStaffingStartupsTechTechnical BusinessTechnologyTechnology & SaaSTechnology (General)Technology - Cloud ServicesTechnology / SaaSTechnology/SaaSTelecommunicationsTextile ManufacturingTextilesTicketingTransportationTransportation & LogisticsTravelTravel & HospitalityTravel & TourismTravel/HospitalityTrucking & DeliveryTrucking & LogisticsUtilitiesUtilities & EnergyUtilities & Environmental ServicesWarehouse OperationsWaste ManagementWater ServicesWater UtilitiesWeb HostingWellnessWholesale DistributionYouth Sports