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langchain-deploy-integration Deploy a LangChain 1.0 / LangGraph 1.0 app to Cloud Run, Vercel, or LangServe correctly — with timeouts sized for chain length, cold-start mitigation, SSE anti-buffering headers, and Secret Manager over .env. Use when prepping a first production deploy, debugging a stream that hangs behind a proxy, or diagnosing p99 latency spikes. Trigger with "langchain deploy", "langchain cloud run", "langchain vercel python", "langchain langserve", or "langchain docker".
name linear-core-workflow-b description Project, cycle, and roadmap management workflows with Linear.
Use when implementing sprint planning, managing projects and milestones,
or organizing work into cycles.
Trigger: "linear project", "linear cycle", "linear sprint",
"linear roadmap", "linear planning", "linear milestone".
allowed-tools Read, Write, Edit, Grep version 1.12.0 license MIT author Jeremy Longshore <jeremy@intentsolutions.io> tags ["saas","linear","workflow"] compatibility Designed for Claude Code
Linear Core Workflow B: Projects & Cycles
Overview
Manage projects, cycles (sprints), milestones, and roadmaps using the Linear API. Projects group issues across teams with states (planned, started, paused, completed, canceled), target dates, and progress tracking. Cycles are time-boxed iterations (sprints) owned by a single team. Initiatives group projects at the organizational level.
Prerequisites
Linear SDK configured with API key or OAuth token
Understanding of Linear's hierarchy: Organization > Team > Cycle/Project > Issue
Team access with project create permissions
Instructions
Step 1: Project CRUD
import { LinearClient } from "@linear/sdk" ;
const client = new LinearClient ({ apiKey : process.env .LINEAR_API_KEY ! });
const projects = await client.projects ({
filter : {
accessibleTeams : { some : { key : { eq : "ENG" } } },
state : { nin : ["completed" , "canceled" ] },
},
orderBy : "updatedAt" ,
first : 20 ,
});
for (const project of projects.nodes ) {
console .log (`${project.name} [ );
}
${project.state}
${Math .round(project.progress * 100 )}
const
await
teams
const
nodes
find
t =>
key
"ENG"
const
await
createProject
name
"Authentication Overhaul"
description
"Modernize auth infrastructure with OAuth 2.0 + MFA."
teamIds
id
state
"planned"
targetDate
"2026-06-30"
const
await
project
console
log
`Created project: ${project?.name} (${project?.id} )`
await
updateProject
id
state
"started"
description
"Updated scope: includes SSO integration."
const
await
projects
filter
slugId
eq
"auth-overhaul"
Step 2: Project Milestones
await client.createProjectMilestone ({
projectId : project!.id ,
name : "OAuth 2.0 Implementation" ,
targetDate : "2026-04-15" ,
});
await client.createProjectMilestone ({
projectId : project!.id ,
name : "MFA Rollout" ,
targetDate : "2026-05-30" ,
});
const milestones = await project!.projectMilestones ();
for (const ms of milestones.nodes ) {
console .log (` Milestone: ${ms.name} — target: ${ms.targetDate} ` );
}
Step 3: Assign Issues to Projects
await client.createIssue ({
teamId : eng.id ,
title : "Implement OAuth 2.0 login flow" ,
projectId : project!.id ,
priority : 2 ,
});
await client.updateIssue ("existing-issue-id" , {
projectId : project!.id ,
});
const projectIssues = await project!.issues ({ first : 100 });
for (const issue of projectIssues.nodes ) {
const state = await issue.state ;
console .log (` ${issue.identifier} : ${issue.title} [${state?.name} ]` );
}
Step 4: Cycle (Sprint) Management
const now = new Date ().toISOString ();
const cycles = await eng.cycles ({
filter : { endsAt : { gte : now } },
orderBy : "startsAt" ,
});
for (const cycle of cycles.nodes ) {
console .log (`${cycle.name ?? "Unnamed" } : ${cycle.startsAt} → ${cycle.endsAt} ` );
}
const startsAt = new Date ();
const endsAt = new Date ();
endsAt.setDate (endsAt.getDate () + 14 );
const cycleResult = await client.createCycle ({
teamId : eng.id ,
name : "Sprint 42" ,
startsAt : startsAt.toISOString (),
endsAt : endsAt.toISOString (),
});
const cycle = await cycleResult.cycle ;
console .log (`Created cycle: ${cycle?.name} ` );
const issueIds = ["issue-id-1" , "issue-id-2" , "issue-id-3" ];
for (const issueId of issueIds) {
await client.updateIssue (issueId, { cycleId : cycle!.id });
}
Step 5: Cycle Metrics async function getCycleMetrics (cycleId : string const cycle = await client.cycle (cycleId);
const issues = await cycle.issues ();
const byState = new Map <string , number >();
let totalEstimate = 0 ;
let completedEstimate = 0 ;
for (const issue of issues.nodes ) {
const state = await issue.state ;
const name = state?.name ?? "Unknown" ;
byState.set (name, (byState.get (name) ?? 0 ) + 1 );
totalEstimate += issue.estimate ?? 0 ;
if (state?.type === "completed" ) {
completedEstimate += issue.estimate ?? 0 ;
}
}
return {
totalIssues : issues.nodes .length ,
stateBreakdown : Object .fromEntries (byState),
totalPoints : totalEstimate,
completedPoints : completedEstimate,
burndown : totalEstimate ? Math .round ((completedEstimate / totalEstimate) * 100 ) : 0 ,
};
}
const metrics = await getCycleMetrics (cycle!.id );
console .log (`Sprint progress: ${metrics.burndown} % (${metrics.completedPoints} /${metrics.totalPoints} pts)` );
Step 6: Sprint Rollover async function rolloverCycle (fromCycleId : string , toCycleId : string const fromCycle = await client.cycle (fromCycleId);
const unfinished = await fromCycle.issues ({
filter : { state : { type : { nin : ["completed" , "canceled" ] } } },
});
let moved = 0 ;
for (const issue of unfinished.nodes ) {
await client.updateIssue (issue.id , { cycleId : toCycleId });
moved++;
}
console .log (`Rolled over ${moved} unfinished issues` );
return moved;
}
Step 7: Team Velocity async function calculateVelocity (teamKey : string , sprintCount = 3 const teams = await client.teams ({ filter : { key : { eq : teamKey } } });
const team = teams.nodes [0 ];
const cycles = await team.cycles ({
filter : { completedAt : { neq : null } },
orderBy : "completedAt" ,
first : sprintCount,
});
const velocities = await Promise .all (
cycles.nodes .map (async (cycle) => {
const completed = await cycle.issues ({
filter : { state : { type : { eq : "completed" } } },
});
return completed.nodes .reduce ((sum, i ) => sum + (i.estimate ?? 0 ), 0 );
})
);
const avg = velocities.reduce ((a, b ) => a + b, 0 ) / velocities.length ;
return { velocities, average : Math .round (avg * 10 ) / 10 };
}
const velocity = await calculateVelocity ("ENG" );
console .log (`Average velocity: ${velocity.average} pts/sprint` );
Step 8: Roadmap View async function getRoadmap (monthsAhead = 6 ) {
const futureDate = new Date ();
futureDate.setMonth (futureDate.getMonth () + monthsAhead);
const projects = await client.projects ({
filter : {
state : { nin : ["completed" , "canceled" ] },
targetDate : { lte : futureDate.toISOString () },
},
orderBy : "targetDate" ,
});
return projects.nodes .map (p =>name : p.name ,
state : p.state ,
progress : `${Math .round(p.progress * 100 )} %` ,
targetDate : p.targetDate ,
}));
}
const roadmap = await getRoadmap ();
console .table (roadmap);
Error Handling Error Cause Solution Project not foundInvalid project ID or deleted Verify ID with client.projects() Cycle dates overlapDates conflict with existing cycle Check existing cycles: team.cycles() Permission deniedNo project access Verify team membership Invalid date rangeendsAt before startsAtValidate date ordering before API call Team not in projectIssue team not in project's team list Add team via updateProject first
Examples
Sprint Planning Flow async function planSprint (teamKey : string , durationDays : number , issueIds : string []const teams = await client.teams ({ filter : { key : { eq : teamKey } } });
const team = teams.nodes [0 ];
const startsAt = new Date ();
const endsAt = new Date ();
endsAt.setDate (endsAt.getDate () + durationDays);
const cycleResult = await client.createCycle ({
teamId : team.id ,
name : `Sprint ${new Date ().toISOString().slice(0 , 10 )} ` ,
startsAt : startsAt.toISOString (),
endsAt : endsAt.toISOString (),
});
const cycle = await cycleResult.cycle ;
for (const id of issueIds) {
await client.updateIssue (id, { cycleId : cycle!.id });
}
console .log (`Sprint created: ${cycle?.name} (${issueIds.length} issues)` );
return cycle;
}
Resources 