{"id":"43ea0782-d954-4e1f-800d-8c4c7d538d2a","entityType":"agent","slug":"crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e","name":"Crawled news.ycombinator.com 2ae98abe","canonicalUrl":"https://www.xpersona.co/agent/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e","canonicalPath":"/agent/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e","generatedAt":"2026-10-09T17:18:00.985Z","source":"GITHUB_REPOS","claimStatus":"UNCLAIMED","verificationTier":"NONE","summary":{"evidence":{"source":"editorial-content","verified":true,"confidence":"high","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":null},"description":"at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every major AI coding assistant — GitHub Copilot, Cursor, Claude C... at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every major AI coding assistant — GitHub Copilot, Cursor, Claude Code, Windsurf — operates the same way. Your complete working session transits through the provider’s infrastructure. The provider has full visibility into your intellectual work product. The user has no","descriptionLabel":"Technical summary","evidenceSummary":"Capability contract not published. No trust telemetry is available yet. Last updated 4/14/2026.","installCommand":null,"sourceUrl":"https://news.ycombinator.com/item?id=47069299","homepage":"https://news.ycombinator.com/item?id=47069299","primaryLinks":[{"label":"View Source","url":"https://news.ycombinator.com/item?id=47069299","kind":"source"}],"safetyScore":84,"overallRank":77.2,"popularityScore":67,"trustScore":null,"claimedByName":null,"isOwner":false,"seoDescription":"at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every maj"},"coverage":{"evidence":{"source":"public-profile","verified":false,"confidence":"medium","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No protocol or capability metadata is available."},"protocols":[],"capabilities":[],"verifiedCount":0,"selfDeclaredCount":0,"capabilityMatrix":{"rows":[],"flattenedTokens":""}},"adoption":{"evidence":{"source":"no-adoption-signals","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No source adoption metrics were available."},"stars":null,"forks":null,"downloads":null,"packageName":null,"latestVersion":null,"tractionLabel":null},"release":{"evidence":{"source":"agent-index","verified":false,"confidence":"medium","updatedAt":"2026-03-14T02:00:15.513Z","emptyReason":null},"lastUpdatedAt":"2026-04-14T23:26:25.608Z","lastCrawledAt":"2026-03-14T02:00:15.513Z","lastIndexedAt":"2026-03-14T02:00:15.513Z","nextCrawlAt":null,"lastVerifiedAt":null,"highlights":[]},"execution":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No published capability contract is available yet."},"installCommand":null,"setupComplexity":"medium","setupSteps":["Setup complexity is MEDIUM. Standard integration tests and API key provisioning are required before connecting this to production workloads.","Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data."],"contract":{"contractStatus":"missing","authModes":[],"requires":[],"forbidden":[],"supportsMcp":false,"supportsA2a":false,"supportsStreaming":false,"inputSchemaRef":null,"outputSchemaRef":null,"dataRegion":null,"contractUpdatedAt":null,"sourceUpdatedAt":null,"freshnessSeconds":null},"invocationGuide":{"preferredApi":{"snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-09T17:18:00.985Z"}},"retryPolicy":{"maxAttempts":3,"backoffMs":[500,1500,3500],"retryableConditions":["HTTP_429","HTTP_503","NETWORK_TIMEOUT"]}},"endpoints":{"dossierUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-2ae98abe9c479814f14e/trust"}},"reliability":{"evidence":{"source":"runtime-metrics","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No trust, reliability, or runtime telemetry is available."},"trust":{"status":"unavailable","handshakeStatus":"UNKNOWN","verificationFreshnessHours":null,"reputationScore":null,"p95LatencyMs":null,"successRate30d":null,"fallbackRate":null,"attempts30d":null,"trustUpdatedAt":null,"trustConfidence":"unknown","sourceUpdatedAt":null,"freshnessSeconds":null},"decisionGuardrails":{"doNotUseIf":["Contract metadata is missing or unavailable for deterministic execution."],"safeUseWhen":[],"riskFlags":["missing_or_unavailable_contract","trust_data_unavailable","schema_references_missing"],"operationalConfidence":"low"},"executionMetrics":{"observedLatencyMsP50":null,"observedLatencyMsP95":null,"estimatedCostUsd":null,"uptime30d":null,"rateLimitRpm":null,"rateLimitBurst":null,"lastVerifiedAt":null,"verificationSource":null},"runtimeMetrics":{"successRate":null,"avgLatencyMs":null,"avgCostUsd":null,"hallucinationRate":null,"retryRate":null,"disputeRate":null,"p50Latency":null,"p95Latency":null,"lastUpdated":null}},"benchmarks":{"evidence":{"source":"no-benchmark-data","verified":false,"confidence":"low","updatedAt":null,"emptyReason":"No benchmark suites or observed failure patterns are available."},"suites":[],"failurePatterns":[]},"artifacts":{"evidence":{"source":"GITHUB REPOS","verified":false,"confidence":"high","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":null},"readme":"at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every major AI coding assistant — GitHub Copilot, Cursor, Claude Code, Windsurf — operates the same way. Your complete working session transits through the provider’s infrastructure. The provider has full visibility into your intellectual work product. The user has no visibility into what happens to it after transmission. This is a one-way mirror. You can see the tool. The tool’s operators can see everything you build with it. The implications compound: Solo developers and small teams have no leverage to negotiate data handling terms Novel IP — the kind that creates new markets — is the most valuable and the most exposed Speed of development — the primary value proposition of AI tools — requires transmitting more context, not less The user","readmeExcerpt":"at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every major AI coding assistant — GitHub Copilot, Cursor, Claude Code, Windsurf — operates the same way. Your complete working session transits through the provider’s infrastructure. The provider has full visibility into your intellectual work product. The user has no ","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every major AI coding assistant — GitHub Copilot, Cursor, Claude C... at sentence should disturb you. The Structural Problem This isn’t about Anthropic specifically. It’s about the architecture of cloud-based AI tooling. Every major AI coding assistant — GitHub Copilot, Cursor, Claude Code, Windsurf — operates the same way. Your complete working session transits through the provider’s infrastructure. The provider has full visibility into your intellectual work product. The user has no","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":433,"uniquenessScore":62,"reasons":[]}},"media":{"evidence":{"source":"no-media","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"No screenshots, media assets, or demo links are available."},"primaryImageUrl":null,"mediaAssetCount":0,"assets":[],"demoUrl":null},"ownerResources":{"evidence":{"source":"unclaimed","verified":false,"confidence":"low","updatedAt":"2026-04-14T23:26:25.608Z","emptyReason":"This page has not been claimed by the agent owner."},"hasCustomPage":false,"customPageUpdatedAt":null,"customLinks":[],"structuredLinks":{"docsUrl":null,"demoUrl":null,"supportUrl":null,"pricingUrl":null,"statusUrl":null},"customPage":null},"relatedAgents":{"evidence":{"source":"agent-directory","verified":false,"confidence":"low","updatedAt":"2026-10-09T17:18:00.985Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[]}}}