Reliability patterns for AI agents. Match a failure symptom to a known pattern, plan a retry with backoff, verify work against a checklist, and resolve incidents with a playbook — all from a curated, deterministic dataset. No LLM guessing.
Agents fail in predictable ways: they retry the same broken call forever, trust a green check without verifying the end state, grade their own work, lose context, and let a language model do arithmetic. ReliabilityLane turns those failures into deterministic rules so agents fail safer, retry smarter, and prove their work.
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npm install @talocode/reliabilitylaneimport { TalocodeApiClient } from '@talocode/reliabilitylane'
const api = new TalocodeApiClient({ apiKey: process.env.TALOCODE_API_KEY })
// Plan a retry for a 500
const plan = await api.reliabilitylane.retryPlan({ status: 500 })
console.log(plan.strategy.name, plan.nextDelayMs)
// Match a failure symptom to a pattern
const match = await api.reliabilitylane.match({ symptom: 'it keeps retrying the same call forever' })
console.log(match.matches[0].pattern.name)
// Verify a deployment
const result = await api.reliabilitylane.verify({
area: 'deployment',
evidence: { 'Deploy command exited with a success status': true },
})
console.log(result.verdict)No key needed for the local deterministic engine:
import { matchFailure, planRetry, verify, incidentFor } from '@talocode/reliabilitylane'
planRetry({ status: 429 }) // rate-limit strategy, jittered delay
matchFailure({ symptom: 'retries forever' }) // retry-hammering pattern
verify({ area: 'code', evidence: { 'Lint passes': true } })
incidentFor({ symptom: 'deploy failed' })TALOCODE_API_KEY— hosted API key from StackLane CloudTALOCODE_BASE_URL— defaults tohttps://api.talocode.site
| Method | Route | Credits | Returns |
|---|---|---|---|
| GET | /v1/reliabilitylane/health |
0 | service status |
| GET | /v1/reliabilitylane/pricing |
0 | credit table |
| GET | /v1/reliabilitylane/capabilities |
0 | dataset sizes + endpoints |
| GET | /v1/reliabilitylane/patterns |
1 | all failure patterns |
| GET | /v1/reliabilitylane/patterns/:id |
1 | single pattern |
| POST | /v1/reliabilitylane/match |
1 | matched patterns for a symptom |
| GET | /v1/reliabilitylane/retries |
1 | all retry strategies |
| POST | /v1/reliabilitylane/retry-plan |
1 | retry plan for an error |
| GET | /v1/reliabilitylane/checklists |
1 | all verification checklists |
| POST | /v1/reliabilitylane/verify |
1 | checklist verdict from evidence |
| GET | /v1/reliabilitylane/playbooks |
1 | all incident playbooks |
| POST | /v1/reliabilitylane/incident |
2 | playbook for a failure |
| GET | /v1/reliabilitylane/antipatterns |
0 | anti-patterns to avoid |
Credits: patterns/retry/verify 1 cr, incident 2 cr, reads from dataset 0–1 cr.
health, pricing, capabilities, patterns, retries, checklists, playbooks, antipatterns, match(input), retryPlan(input), verify(input), incident(input).
classifyError, matchFailure, planRetry, verify, incidentFor, allAntiPatterns, getReliabilityLanePricing, getReliabilityLaneCapabilities.
reliabilitylane match "it keeps retrying the same call forever"
reliabilitylane retry-plan --status 429
reliabilitylane verify --area deployment --evidence "Service responds"
reliabilitylane incident "deploy failed"
reliabilitylane antipatterns
reliabilitylane patterns
reliabilitylane retries
reliabilitylane checklists
reliabilitylane playbooks
reliabilitylane list
reliabilitylane pricing
reliabilitylane capabilitiesnpm install -g @talocode/reliabilitylane
reliabilitylane-mcpStdio JSON-RPC MCP server exposing 6 ReliabilityLane tools (match-pattern, retry-plan, verify, incident, antipatterns, list). Compatible with any MCP client.
| Package | Install |
|---|---|
| ReliabilityLane (this package) | npm i @talocode/reliabilitylane · pip install talocode-reliabilitylane |
| RetryLane | npm i @talocode/retrylane |
| XSearchLane | npm i @talocode/xsearchlane |
| CalcLane | pip install talocode-calclane |
| SearchLane | pip install talocode-searchlane |
| DocuLane | pip install talocode-doculane |
| Codra | pip install talocode-codra |
| Tera | pip install talocode-tera |
| StackLane | pip install talocode |
| Product | Repo |
|---|---|
| ReliabilityLane (this repo) | github.com/talocode/reliabilitylane |
| Tera | github.com/talocode/tera |
| Codra | github.com/talocode/codra |
| SearchLane | github.com/talocode/searchlane |
| StackLane | github.com/talocode/stacklane |
| GateLane | github.com/talocode/gatelane |
| ContextLane | github.com/talocode/contextlane |
| ScreenLane | github.com/talocode/screenlane |
| MemoryLane | github.com/talocode/memorylane |
| Tradia | github.com/talocode/tradia |
| DevTool | github.com/talocode/devtool |
| XProLane | github.com/talocode/xprolane |
| XSearchLane | github.com/talocode/xsearchlane |
| Agent Browser | github.com/talocode/agent-browser |
| InvoiceLane | github.com/talocode/invoicelane |
| GeoLane | github.com/talocode/geolane |
| ClipLoop | github.com/talocode/cliploop |
More: github.com/talocode · talocode.site · docs.talocode.site
MIT © Talocode