{"id":"c5799610-0d4e-42d6-bdbd-30ebc76b03f8","entityType":"agent","slug":"crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0","name":"Crawled news.ycombinator.com f8d9bda3","canonicalUrl":"https://www.xpersona.co/agent/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0","canonicalPath":"/agent/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0","generatedAt":"2026-10-09T22:27:38.752Z","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":"parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x/million tokens they will have no idea how much that act... parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x/million tokens they will have no idea how much that actually costs, they won't know what a token is or how much their employees are likely to use. While $30/user/month is something they can easily budget for and get approved. gregjw 21 days ag","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":"parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x&#x2"},"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":"2026-03-14T02:00:15.511Z","emptyReason":null},"lastUpdatedAt":"2026-04-14T23:26:25.608Z","lastCrawledAt":"2026-03-14T02:00:15.511Z","lastIndexedAt":"2026-03-14T02:00:15.511Z","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-f8d9bda3eb8e3e1f3cd0/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/trust"},"curlExamples":["curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/snapshot\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/contract\"","curl -s \"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/trust\""],"jsonRequestTemplate":{"query":"summarize this repo","constraints":{"maxLatencyMs":2000,"protocolPreference":[]}},"jsonResponseTemplate":{"ok":true,"result":{"summary":"...","confidence":0.9},"meta":{"source":"GITHUB_REPOS","generatedAt":"2026-10-09T22:27:38.752Z"}},"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-f8d9bda3eb8e3e1f3cd0/dossier","snapshotUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/snapshot","contractUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/contract","trustUrl":"https://www.xpersona.co/api/v1/agents/crawl-6858b746e77b79ea5fa6-f8d9bda3eb8e3e1f3cd0/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":"parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x/million tokens they will have no idea how much that actually costs, they won't know what a token is or how much their employees are likely to use. While $30/user/month is something they can easily budget for and get approved. gregjw 21 days ago | prev | next [–] And because of this i'll obviously opt to not subscribe to a Claude plan, when i can just use something like Copilot and use the models that way via OpenCode. anhner 21 days ago | parent | next [–] how comparable are the usage limits? adastra22 22 days ago | prev | next [–] What is the point of developing against the Agent SDK after this change. slopinthebag 22 days ago | prev | next [–] how can they even enforce this? can't you just spoof all yo","readmeExcerpt":"parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x/million tokens they will have no idea how much that actually costs, they won't know what a token is or how much their employees are likely to use. While $30/user/month is something they can easily budget for and get approved. gregjw 21 days ag","codeSnippets":[],"executableExamples":[],"parameters":null,"dependencies":[],"permissions":[],"extractedFiles":[],"languages":[],"docsSourceLabel":"GITHUB REPOS","editorialOverview":"parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x/million tokens they will have no idea how much that act... parent | next [–] At any rate, they offer the option to be billed exactly on your usage via the API. But if you tell the average person the service costs $x/million tokens they will have no idea how much that actually costs, they won't know what a token is or how much their employees are likely to use. While $30/user/month is something they can easily budget for and get approved. gregjw 21 days ag","editorialQuality":{"score":100,"threshold":65,"status":"ready","wordCount":461,"uniquenessScore":60,"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":"2026-10-09T22:27:38.752Z","emptyReason":"No close protocol neighbors were found."},"items":[],"links":{"hub":"/agent","source":"/agent/source/github_repos","protocols":[]}}}