What engineering leaders and their teams report about Linear, with every finding tied to its evidence.
Read the findingsPractitioner sentiment, leaders and teams
+41 Positive from 103 sources that take a side
How this figure is madeFrom 99 authors in 82 discussions. Run a pilot with one team to measure how much of its planning and writing stays in the tool after a month.
Jan 2025 to Oct 2026.
298 sources from practitioners, by month and sentiment.
Of the 136 team and leader accounts, 28 give no opinion of Linear itself, and five records tied to Linear, among them a talk by its Head of Engineering, are listed without counting. Speed draws praise in 14 of 15 accounts. Teams that hand issues to coding agents use Linear as the agents' work queue, and critics say agents create duplicates or ignore templates over MCP. Planning visibility splits 14 of 28. Leaders who report from Linear miss hour logging and the dashboards the Business plan lacks. Teams comparing the trackers favor Linear 15 to 5.
Positive, mixed and negative sources
The score counts them as 54 positive, 32 mixed and 13 negative votes, one per author. See How the numbers work.
See the evidenceBelow: 5 praise themes, 3 concerns, 3 close to agreement and 1 disagreement.
Counted for Engineering leaders and teams, from 136 sources. Change group
Every capability practitioners describe positively, ranked by how many sources say so. Open one to read who said it.
Counted for Engineering leaders and teams.
Positive, 30
Mixed
Aaron Tainter, WorkOS engineer
Can an AI Agent Refund $1,200 Without Permission?Engineering talk, YouTube
WorkOS engineer Aaron Tainter uses Linear as one of the controlled systems in an agent workflow and shows policy checks that deny or route risky actions for approval.
"Can an AI Agent Refund $1,200 Without Permission? - Aaron Tainter | init() 2026…"
Positive
superjose, Hacker News commenter
Comment on: How to keep enjoying programming in a world of LLMsHacker News comment
A developer has an AI agent create tickets on the team's Linear board and says resulting PRs are more detailed and easier to understand.
Positive
GinjaNinja71, Reddit commenter
Comment on: A year of Claude Code alongside Hermes and Codex: the problem isn't the coding, it's the 12 tasks every session leaves behindReddit comment (r/ClaudeCode)
Has Claude file follow-up tasks into the ops team's Linear in an Ask stage and close them when done, which kept better than a shared markdown file.
Positive
rednix, Reddit commenter
Comment on: Who else fucking hates Linear?Reddit comment (r/Linear)
The team uses Linear together and the author has agents sort and make sense of its issues, which works really well.
Positive
Jcrossfit, Reddit commenter
Comment on: How do you organize PRDs for agentic development?Reddit comment (r/ProductManagement)
The team keeps PRDs and issues in Linear and has Claude work from them through the MCP, valuing cross-repository scope and a UI for hand edits.
Positive
Shashank Singla, Niptao
An engineer you manage from a group chatEngineering blog post, Niptao blog
A four-person company runs a Claude Code loop that uses Linear over MCP as its work queue, state machine, and memory, and reports two merged root-cause fixes on day one.
Positive
0xbadcafebee, Hacker News commenter
Comment on: Ask HN: What is your (AI) dev tech stack / workflow?Hacker News comment
A developer recommends giving AI agents a ticketing system to plan and persist work, and uses Linear for that at work.
Positive
NotARedditUser3, Reddit commenter
Comment on: Cloud Agents are impressive, but what tasks are you actually trusting them with?Reddit comment (r/cursor)
The team triggers Cursor cloud agents from Linear tickets to build features into draft pull requests with screenshots and recordings, so nobody needs to run the code locally.
Positive
Hassan_W, Reddit commenter, self-described
Comment on: +50k spent in the past 6 months - I can tackle your questionsReddit comment (r/cursor)
In-app feedback flows through the team's backend into Linear, which opens the branch and PR automatically, a loop the author says saves much time.
No opinion stated
fy20, Hacker News commenter
Comment on: SpaceX says it has agreement to acquire Cursor for $60BHacker News comment
A company of about 25 engineers has Cursor cloud agents pre-process its Linear tickets before people triage them. It does not judge Linear overall.
Positive
komokasi, Reddit commenter
Comment on: Linear just announced "Issue Tracking is Dead." Their Moat is dry. "i will not promote"Reddit comment (r/startups)
An engineer on the team built agent skills that write documentation in Linear, break up tasks and implement them, and the commenter enjoys using them daily.
Positive
Ido Shamun, daily.dev
How we built a Linear coding agent: the hard partsEngineering blog post, daily.dev
daily.dev built Huginn, an agent inside Linear that turns a delegated ticket into a plan and pull requests, and says its bug and feedback backlog shrank sharply. Linear archiving agent threads wiped the plan field, so it keeps state in labels.
Positive
clintonb, Hacker News commenter
Comment on: Ask HN: How is AI-assisted coding going for you professionally?Hacker News comment
An engineer built a bridge from Linear to the company's Coder installation so colleagues can assign Linear work to a Claude Code agent.
Positive
anObscurity, Reddit commenter
Comment on: Anyone successfully using Automations for Slack-to-PR workflows yet?Reddit comment (r/cursor)
The team files tickets through the Linear agent in Slack and assigns them to Cursor agents, preferring Linear in the middle as the source of truth.
Positive
mmaskani, Reddit commenter
Comment on: Cloud agents + AI code review have completely changed how our team ships bug fixes (Slack → Linear → Cursor → GitHub → merged in <1 hour)Reddit comment (r/cursor)
Bug reports go from Slack to a Linear ticket that Linear drafts well, then to a Cursor agent, AI review and human review before merge.
Positive
maebert, Hacker News commenter
Comment on: Ask HN: Share your productive usage of OpenClawHacker News comment
A team runs a shared OpenClaw agent that reads what shipped in GitHub and Linear to run standups and summarize untracked work each morning.
Positive
lord_braleigh, Reddit commenter
Comment on: Anyone automating the gap between Linear tickets and actual implementation?Reddit comment (r/ExperiencedDevs)
The team assigns Linear tickets to Cursor cloud agents, which start from the team's own image snapshot, do the work and open a pull request.
No opinion stated
Nick Crum, Fullscript Engineering
So We Built Our Own Agentic Developer…and then the CEO shipped a featureEngineering blog post, Fullscript Builder's Corner
Fullscript engineers assign Linear issues to Nitro, an in-house agent that opens pull requests; it works best on scoped tasks and struggles with ambiguous ones. It does not judge Linear overall.
Positive
Additional-Mark8967, Reddit poster
My Claude Code'd App just hit 1750 users, here's how I did it:Reddit post (r/ClaudeCode)
Works with a product manager through Linear and pulls the PM's feedback into the app via Claude Code's Linear MCP.
Positive
ImaginationInFocus, Reddit poster
Using AI to capture ideas from customer callsReddit post (r/ProductManagement)
The team built an agent that turns customer-call insights into code and Agent-labeled Linear tickets; it shipped three small improvements in its first week.
No opinion stated
megalomanu, Hacker News commenter
Comment on: Opus 4.5 is not the normal AI agent experience that I have had thus farHacker News comment
A small team set up Claude Code so that opening a pull request fetches or creates the Linear ticket, asks what was tested, and requests reviewers. It does not judge Linear overall.
Positive
lijok, Hacker News commenter
Comment on: Hacker News comment (parent story removed)Hacker News comment
When Linear released its agents support, the commenter's engineers simply offloaded simpler tickets to GitHub Copilot.
Positive
Dana Lawson, CTO at Netlify
Embedding Agents in Linear with Dana LawsonConference talk, YouTube
Netlify CTO Dana Lawson presents an agent built into Linear and argues that useful AI should live inside the workflow where teams already work.
"Embedding Agents in Linear with Dana Lawson…"
Positive
clintonb, Hacker News commenter
Comment on: What if you don't need MCP at all?Hacker News comment
An engineer prefers Linear's remote MCP server because Claude gets Linear access after one sign-in, and the team shares it by committing the config.
Positive
phoenixmatrix, Reddit commenter
Comment on: how many more AI dev tools are we going to get?Reddit comment (r/cursor)
On a Linear and Notion team, labeling a Linear ticket sends Devin off to work; complex tasks still need finishing by hand, but it saves time.
Positive
iddan, Hacker News commenter
Comment on: Gemini CLIHacker News comment
A team lets PMs assign work to the Xander agent from Linear comments, then check the resulting pull request in a deployed environment before engineers review it.
Positive
Nate Kohari, building Theseus; previously staff engineer at Stripe and CTO at Kevel
Linear's proven really useful as a store of state for agentsX post
A former Stripe staff engineer says his team reads Linear less than before and uses it as stored state for agents: one agent files issues and another works them.
Mixed
Xiaofei Du, oversaw development for a team of about 10
We stopped paying for LinearPersonal blog post, xiaofeidu.com
Loved Linear's UI, yet the ten-person team's backlog bloated and sprints overflowed; once work was managed through the Linear MCP server the UI stopped mattering and they moved to GitHub issues.
Positive
Emma Burrows, former Stripe UK CTO and CEO of Rezonant
How to build a product team OS with Emma BurrowsLeadership webinar, YouTube
Former Stripe UK CTO Emma Burrows describes a product operating system that keeps organizational context fresh by connecting sources including Linear, while retaining human judgment for product decisions.
"How to build a product team OS with Emma Burrows (ex Stripe UK CTO)…"
Positive
Garrett Galow, WorkOS engineer
Why Can't Anyone Answer Questions About the Business?Conference talk, YouTube
WorkOS engineer Garrett Galow describes an internal workspace that answers business questions against Linear and other systems, with validation before generated queries become reusable widgets.
"Why Can't Anyone Answer Questions About the Business? Garrett Galow, WorkOS…"
Mixed or negative, 18
No opinion stated
MaxAndreassen, GitHub issue author
Linear Codex integration not working.GitHub issue on openai/codex
When the team delegates through the Codex Linear plugin, Codex starts the task but never reports back, and Linear always shows the agent as not started. It does not judge Linear overall.
Mixed
0xbadcafebee, Hacker News commenter
Comment on: AI usage patterns in software teamsHacker News comment
An engineer building AI pipelines for their team does that work outside Linear's AI features and expects automation to make Linear's interface replaceable.
No opinion stated
olivierbelhumeur-vlabs, GitHub issue author
Issues and Project Templates access when creating with MCPGitHub issue on linear/linear
The team creates most issues through coding agents but cannot get them to use Linear templates via MCP, so it duplicates templates in the repository. It does not judge Linear overall.
Negative
SnooDogs5688, Reddit poster and former startup founder
As a small team, I just think small teams don't need PM SaaS tools anymoreReddit post and the author's reply (r/agile)
A former founder's 10-person team loved Linear's UI but stopped opening it once agents managed tickets over MCP; in the agent era they would not use Linear again.
No opinion stated
jamesboncek-sqldbm, GitHub issue author
[Feature Request] Expose Loops (recurring agent jobs) via GraphQL API & MCPGitHub issue on linear/linear
The team manages its Linear workspace as code, but Linear Agent Loops can only be configured in the UI, leaving recurring agent jobs outside review and audit. It does not judge Linear overall.
Mixed
jmuguy, Hacker News commenter
Comment on: Tell HN: Installing Cursor on iOS irreversibly changes your privacy settingsHacker News comment
A developer does not use Cursor Cloud Agents because they cannot connect to the company's Linear workspace.
Mixed
Perfect_Tangerine432, Reddit poster
solving communication between teammates' agentsReddit post (r/ClaudeCode)
The team shares Linear across members' agents, but many agent-to-agent handoffs are too small for a ticket, so they forward messages by hand.
Mixed
theshrike79, Hacker News commenter
Comment on: I still prefer MCP over skillsHacker News comment
A developer says Linear's MCP, like other vendors', cannot be scoped below full user access, which blocks approval where legal requires hard limits.
Mixed
V_Ster, Reddit commenter
Comment on: With Linear becoming more prevalent in the product world, what becomes the new purpose for product managers?Reddit comment (r/ProductManagement)
Just moved to Linear. An AI automation created four GitLab branches for a senior developer and closed them with no changes, which the commenter calls teething issues, and scoping tickets becomes the main job.
Mixed
trcarney, Hacker News commenter
Comment on: Are you team MCP or team CLI?Hacker News comment
A developer has agents use Linear's GraphQL API and skip its MCP server, since the workplace's defined workflow makes the full MCP a waste of context.
Mixed
CowChicken23, Reddit commenter
Comment on: Linear just announced "Issue Tracking is Dead." Their Moat is dry. "i will not promote"Reddit comment (r/startups)
The team's Claude-to-Linear task pipeline worked when it worked, but the MCP created duplicate tasks and lost track of phases, so specs moved back into the repo.
Mixed
SteveZedFounder, Reddit poster and startup founder
Linear just announced "Issue Tracking is Dead." Their Moat is dry. "i will not promote"Reddit post (r/startups)
At their startup the co-founder stopped using Linear and tracks issues in the agents' repo, and small bugs now go from Claude spec to fix without touching Linear.
No opinion stated
stepandel, GitHub issue author
No way to distinguish @mention-triggered from assignment-triggered AgentSessionEvent webhooksGitHub issue on linear/linear
Building a Linear agent app, the author cannot tell assignment-triggered from mention-triggered agent sessions in webhooks and relies on a fragile string check. It does not judge Linear overall.
Mixed
Eyoba_19, Reddit poster
Anyone automating the gap between Linear tickets and actual implementation?Reddit post and the author's reply (r/ExperiencedDevs)
Codex pulling Linear issue specs worked well but ran from the terminal, so they built an agent the team assigns Linear tickets to like a teammate.
Mixed
johndoerayme1, Reddit commenter
Comment on: Has anyone actually tried Devin before?Reddit comment (r/cursor)
Early Devin adoption on a Linear team often failed to clear backlog work, and with no built-in Linear integration they maintained their own, eroding the value.
No opinion stated
Senseifc, Reddit poster, self-described
Anyone here successfully working with Cursor agents and Linear?Reddit post (r/Linear)
The team tried assigning Linear tickets to Cursor background agents, but the agent refused to switch to the specified branch, so small UI fixes stalled. It does not judge Linear overall.
No opinion stated
arnoopt, Reddit poster
Use Claude Code as AgentReddit post (r/Linear)
Wanted to delegate first-pass bug fixes from the team's Linear to Claude Code, but only Cursor agents were first class and the Claude plugin was hard to set up. It does not judge Linear overall.
Mixed
AchintyaAshok, Hacker News commenter
Comment on: Rethinking CLI interfaces for AIHacker News comment
A builder of an MCP add-on reports that agents using Linear's MCP predictably fail to create issues without guidance on project selection and description format.
GILD's fact checks, which don't count as sources
Checked Oct 12, 2026.Installed agents receive issues by assignment or mention and are not billable seats. Linear Agent's coding sessions run Claude Code or Codex in a cloud environment and draw on prepaid AI credits; there is no per-user control over who spends them. AI credits
Open them in the recordCounted for Engineering leaders and teams.
Positive, 14
Positive
dankons, Hacker News commenter
Comment on: I spent 6 years building my Kanban as I hated how managers run the boardsHacker News comment
A small team left Jira for Linear about two years ago over Jira's slowness and does not want to go back.
Positive
arzmir, Hacker News commenter
Comment on: Everything's a bug (or an issue)Hacker News comment
Their 5 to 6 developer greenfield team is very happy with Linear's user experience, and it ties well into GitHub and other tools such as Notion.
Negative
SnooDogs5688, Reddit poster and former startup founder
As a small team, I just think small teams don't need PM SaaS tools anymoreReddit post and the author's reply (r/agile)
A former founder's 10-person team loved Linear's UI but stopped opening it once agents managed tickets over MCP; in the agent era they would not use Linear again.
Mixed
Xiaofei Du, oversaw development for a team of about 10
We stopped paying for LinearPersonal blog post, xiaofeidu.com
Loved Linear's UI, yet the ten-person team's backlog bloated and sprints overflowed; once work was managed through the Linear MCP server the UI stopped mattering and they moved to GitHub issues.
Negative
Venthe, Reddit commenter, self-described
Comment on: Looking for a sprint planning tool that doesn't suckReddit comment (r/agile)
After recently switching from Jira, the team finds Linear worse in almost every respect except its speed.
Positive
Economy_List5060, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Moved engineering sprints from Jira and Asana to Linear for cleaner boards and faster navigation; adoption was smooth, though they keep monday dev for cross-team visibility.
Mixed
brushali, Product manager of an AI product team
Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit post (r/ProductManagement)
Six months after moving a six-person AI product team from Jira, the UI is fast and the team uses it without complaint. Advanced reporting is missing, integrations are thinner, and cost rose 40%.
Mixed
betasridhar, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Their team switched and finds Linear smoother day to day, but Jira had deeper reports; fine for a small team, painful for a big organization.
Positive
Standard-Feed-9260, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Their small startup moved from ClickUp to Linear, which strikes the right balance of features and speed; Jira would be bloated for them.
Mixed
Jacob Beckerman, co-founder and CEO of Macro
Our startup's journey from Notion to LinearX article (long-form post)
Macro's CEO reports that his engineers moved the 18-person startup from Notion to Linear on their own. He rates it faster than Notion and probably better than Jira, yet the board still falls out of date while planning lives in docs and Slack.
Negative
previaegg, Chief product officer at a fast-growing startup
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
A CPO ran Linear for two years, then moved the entire operation to Jira: it is pleasant for engineers working tickets but ignores product people and others not assigned tickets.
Positive
praying4exitz, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Their team chose Linear for its design, speed, and opinionated workflows; Jira and Asana offered so many options that customizing them became work about the work.
Positive
FlowRadiant3102, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Their previous organization moved from Jira to Linear for easier management, a friendlier UX, and less clutter.
Positive
Reza Khosravi, Co-founder at Galliot
Phasing Out from JIRACompany blog post, Galliot
Galliot's co-founder says the agency moved from Jira to Linear in late 2024, engineers took to its shortcuts, and it now recommends Linear to small and medium client teams.
Mixed or negative, 1
Mixed
roastedtuna, Reddit poster
Anyone else having trouble with the UI?Reddit post (r/Linear)
Months after the team moved from ClickUp, the author still finds Linear's monochrome UI hard to read.
Counted for Engineering leaders and teams.
Positive, 14
Positive
kops212, Reddit commenter
Comment on: Anyone using Linear for product work?Reddit comment (r/ProductManagement)
At the commenter's company product leadership manages initiatives and pre-delivery project stages in Linear, and filters let everyone see only their part of a shared backlog.
Positive
davy_jones_locket, Reddit commenter, self-described
Comment on: When something fails, how do you figure out what engineering work is actually affected?Reddit comment (r/EngineeringManagers)
The team plans work up front in Linear and writes dependencies into tickets, so affected work is known when something fails.
Positive
Aromatic-Fee2651, Reddit commenter
Comment on: How do you track when a feature that spans multiple tickets is actually ready to test?Reddit comment (r/EngineeringManagers)
After moving to Linear the team treats each feature as a project with milestones and a lead, which makes readiness visible when done properly.
Positive
Emma Burrows, former Stripe UK CTO and CEO of Rezonant
How to build a product team OS with Emma BurrowsLeadership webinar, YouTube
Former Stripe UK CTO Emma Burrows describes a product operating system that keeps organizational context fresh by connecting sources including Linear, while retaining human judgment for product decisions.
"How to build a product team OS with Emma Burrows (ex Stripe UK CTO)…"
Mixed
david_chisnall, Lobsters commenter
Comment on: Which GitHub features are needed in a code forge before you can migrate?Lobsters comment
His team is starting on Linear because GitHub Projects cannot track issues across public and private repositories or give planning views, though he would prefer a free alternative.
Positive
Much-Guidance-8560, Reddit commenter managing several teams
Comment on: Atlassian is killing Opsgenie and the JSM migration path nearly broke my team's on-call process.Reddit comment (r/EngineeringManagers)
A manager moved their teams from Jira and JSM to Linear and Linear Asks in early 2026; documenting tasks got easier and reporting became simpler and transparent.
Mixed
CowChicken23, Reddit commenter, self-described
Comment on: Linear just announced "Issue Tracking is Dead." Their Moat is dry. "i will not promote"Reddit comment (r/startups)
Working without Linear, the team misses its visual blocking dependencies most; their markdown substitute is nowhere near as clean.
Positive
Michael Sukkarieh, Sourcebot
How we reached bug zero using LinearEngineering blog post, Sourcebot blog
Sourcebot runs a zero-bug policy in Linear: GitHub issues become labeled Linear bugs automatically, priority-based SLAs of 2 and 7 days apply, and dashboards track progress weekly.
Positive
Valuable_Word_8310, Reddit commenter
Comment on: Anyone else feel like keeping your team aligned in Linear gets way harder once you hit around four or five devs?Reddit comment (r/Linear)
With 30 members on Linear, things are fine so far, and custom views track work and performance.
Positive
Commercial_West_8337, Reddit commenter
Comment on: Best way to handle handoffs between different functions?Reddit comment (r/ProductManagement)
After leaving Atlassian, the PM runs each major item as a Linear project holding all documentation, with developers owning milestone issues and stakeholders getting weekly updates.
Positive
not_you_again53, Reddit commenter
Comment on: Our company's systems are a mess of disconnected tools , how do i implement this flow ?Reddit comment (r/EngineeringManagers)
At a previous company with seven tracking systems, they chose Linear over Jira as the single source of truth because it handled product roadmapping better, piloting with one team.
Positive
Qllervo, Reddit commenter
Comment on: Has anyone else been using Height.app? It's shutting down - what are you moving to?Reddit comment (r/projectmanagement)
After Height shut down the team moved to Linear and finds it far superior, citing timeline views and Linear Asks linking Slack and email to tickets.
Positive
Brian Casel, SaaS founder
How I use Linear to manage my SaaSVideo, YouTube
A founder working with two developers and a support person runs roadmap, bugs, and features in Linear and reads each issue's checklist to see progress without asking his developer.
Positive
sneakysalesman, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
For the commenter's organization the main gain is communication: a Slack channel per project fed by Linear webhooks gives non-technical stakeholders full visibility.
Mixed or negative, 14
No opinion stated
Relative-Calendar162, Reddit poster leading a Linear rollout to about 90 people
The best roadmapping tool for LinearReddit post and the author's reply (r/Linear)
Rolling Linear out to about 90 people, with four groups keeping roadmaps in it, they need an external roadmap tool so commercial teams can follow without seats. It does not judge Linear overall.
Mixed
Xiaofei Du, oversaw development for a team of about 10
We stopped paying for LinearPersonal blog post, xiaofeidu.com
Loved Linear's UI, yet the ten-person team's backlog bloated and sprints overflowed; once work was managed through the Linear MCP server the UI stopped mattering and they moved to GitHub issues.
No opinion stated
blubrry-pie, Reddit poster
How do you delegate work?Reddit post (r/EngineeringManagers)
An engineering manager keeps Linear projects with milestones and dates visible company-wide, yet the CEO still feels they lack visibility and wants finer task breakdowns. It does not judge Linear overall.
Mixed
Rob Koch, remark.ing author
Linear is always a lagging indicatorHacker News post
An engineer argues Linear used by higher-ups as a visibility tool is a lagging indicator, since a well-written ticket is nearly done once agents handle implementation.
Mixed
Zealousideal-Can8362, Reddit poster, self-described
How do you keep external clients updated without giving them workspace access?Reddit post (r/Linear)
The team loves Linear internally, but clients cannot follow progress; view access confused them, so status updates stay manual and slip when cycles get busy.
Negative
davidbun, Reddit poster leading engineering after their head of engineering left
I stopped asking my engineers for status updates. I just read their agent traces now.Reddit post (r/EngineeringManagers)
After losing their head of engineering they moved from Jira to Linear hoping it would fix a failing process; it did not, and they still chased status by hand.
No opinion stated
dui-sellpy, GitHub issue author
[Feature Request] - Filter on project membersGitHub issue on linear/linear
As the team moved more work into projects it missed a project-member filter in the sidebar views it uses for standups; Linear pointed to the main filters. It does not judge Linear overall.
Mixed
Less-Sentence-1723, Reddit commenter
Comment on: For those using Linear, what are you guys using for product prioritization/planning?Reddit comment (r/ProductManagement)
Moving the team from Atlassian to Linear lost the Jira Product Discovery link, so product prioritization now runs in a separate tool integrated with Linear.
No opinion stated
Varunram Ganesh, founder of Trylapis (YC F25)
I forced our team to stop creating tickets (on Linear in our case)X post
Trylapis's founder stopped the team from creating Linear tickets and moved coordination to Slack, and reports pull request shipping speed up 250% with the same number of new bugs. It does not judge Linear overall.
Mixed
Motor_Association493, Reddit poster
Anyone else feel like keeping your team aligned in Linear gets way harder once you hit around four or five devs?Reddit post (r/Linear)
Past four or five developers, the team spends standups working out who does what, tickets stall, and it needs better visibility into what gets done.
Mixed
leonardfactory, Reddit commenter
Comment on: Anyone else feel like keeping your team aligned in Linear gets way harder once you hit around four or five devs?Reddit comment (r/Linear)
The team built its own Windmill automations to keep GitHub and Linear in sync and get a better view of team progress.
Mixed
Olofadell, Reddit poster
Why are milestones inside projects and not initiatives?Reddit post (r/Linear)
The team follows the Linear Method's short projects, but milestones live only inside projects, so the timeline cannot show milestones spanning several projects.
Mixed
IdeoREX, Reddit poster
I'm planning cycles wrong and I want to improveReddit post (r/Linear)
Six months in, an eight-engineer team likes Linear except cycle planning; no saved view shows per-engineer points and assignments, so they plan in a side project.
Mixed
Jacob Beckerman, co-founder and CEO of Macro
Our startup's journey from Notion to LinearX article (long-form post)
Macro's CEO reports that his engineers moved the 18-person startup from Notion to Linear on their own. He rates it faster than Notion and probably better than Jira, yet the board still falls out of date while planning lives in docs and Slack.
Counted for Engineering leaders and teams.
Positive, 11
Positive
Garrett Galow, WorkOS engineer
Why Can't Anyone Answer Questions About the Business?Conference talk, YouTube
WorkOS engineer Garrett Galow describes an internal workspace that answers business questions against Linear and other systems, with validation before generated queries become reusable widgets.
"Why Can't Anyone Answer Questions About the Business? Garrett Galow, WorkOS…"
Positive
Akshay Chugh, product lead at Coinbase India
Our team finally let go of the last few tickets on Jira and completely moved to LinearX post
A Coinbase India product lead says the team closed its last Jira tickets and moved fully to Linear, and calls the Slack agent integration a piece of art.
No opinion stated
heyshowshana, GitHub issue author
[Feature request] Pull Request Reviews for (self-hosted) GitLabGitHub issue on linear/linear
A team on self-hosted GitLab praises Linear's pull request reviews on GitHub and asks for the same on GitLab merge requests. It does not judge Linear overall.
No opinion stated
Brett Beutell and Nele Uhlemann, Fiberplane
The Linear Team Made a Good MCPIndependent evaluation, Fiberplane blog
Fiberplane measured Linear's MCP server in Claude Code: its 23 tools raised context use from 61k to 78k tokens, 17.3k of it tool definitions. The authors rate its task-oriented design highly and ask for leaner output. It does not judge Linear overall.
Positive
sneakysalesman, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
For the commenter's organization the main gain is communication: a Slack channel per project fed by Linear webhooks gives non-technical stakeholders full visibility.
Positive
arzmir, Hacker News commenter
Comment on: Everything's a bug (or an issue)Hacker News comment
Their 5 to 6 developer greenfield team is very happy with Linear's user experience, and it ties well into GitHub and other tools such as Notion.
Positive
Shashank Singla, Niptao
An engineer you manage from a group chatEngineering blog post, Niptao blog
A four-person company runs a Claude Code loop that uses Linear over MCP as its work queue, state machine, and memory, and reports two merged root-cause fixes on day one.
Positive
Michael Sukkarieh, Sourcebot
How we reached bug zero using LinearEngineering blog post, Sourcebot blog
Sourcebot runs a zero-bug policy in Linear: GitHub issues become labeled Linear bugs automatically, priority-based SLAs of 2 and 7 days apply, and dashboards track progress weekly.
Positive
CydeSwype, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Linear's reports and saved issue filters are limited, so the commenter built custom ones on the API. The team, many of them former Jira users, loves Linear because its opinions make it harder to misconfigure.
Positive
Qllervo, Reddit commenter
Comment on: Has anyone else been using Height.app? It's shutting down - what are you moving to?Reddit comment (r/projectmanagement)
After Height shut down the team moved to Linear and finds it far superior, citing timeline views and Linear Asks linking Slack and email to tickets.
Positive
vishnu97, Reddit poster
Any tool recommendations for dynamic resource planning?Reddit post (r/ProductManagement)
The startup loves Linear for sprints and GitHub sync, but planning hires needs a portfolio view of projects and headcount that it looks for elsewhere.
Mixed or negative, 4
No opinion stated
gcb2018, GitHub issue author
[Feature Request] - Multiple JIRA syncs in 1 workspace?GitHub issue on linear/linear
The team wants to work in Linear between two partners on separate Jira instances, but Linear syncs one Jira instance per workspace and has no plan to change. It does not judge Linear overall.
Positive
Ido Shamun, daily.dev
How we built a Linear coding agent: the hard partsEngineering blog post, daily.dev
daily.dev built Huginn, an agent inside Linear that turns a delegated ticket into a plan and pull requests, and says its bug and feedback backlog shrank sharply. Linear archiving agent threads wiped the plan field, so it keeps state in labels.
Mixed
brushali, Product manager of an AI product team
Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit post (r/ProductManagement)
Six months after moving a six-person AI product team from Jira, the UI is fast and the team uses it without complaint. Advanced reporting is missing, integrations are thinner, and cost rose 40%.
Mixed
Jacob Beckerman, co-founder and CEO of Macro
Our startup's journey from Notion to LinearX article (long-form post)
Macro's CEO reports that his engineers moved the 18-person startup from Notion to Linear on their own. He rates it faster than Notion and probably better than Jira, yet the board still falls out of date while planning lives in docs and Slack.
GILD's fact checks, which don't count as sources
Checked Oct 12, 2026.Linking a pull request or commit to an issue automates the issue's status as the pull request moves. GitHub Issues can be synced to a Linear team going forward; historical GitHub issues need the importer. GitHub
Open them in the recordCounted for Engineering leaders and teams.
Positive, 8
Positive
nihal_was_here, Reddit poster, self-described
Designing human-agent engineering teamsReddit post (r/EngineeringManagers)
Reports great success using Linear for ticket triage alongside Claude Code for pull requests, while the team's harder problem is adapting rituals to AI agents.
Mixed
Jumpy-Evidence-5766, Reddit poster managing boards across five teams
Forgot to stop sprint in Jira, now our reports are completely messed upReddit post and the author's reply (r/agile)
After 18 months on Linear the company moved to Jira because Linear could not handle many projects and releases at scale, though the author misses auto-completing cycles.
Mixed
abbazabba75, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Their company moved from Notion to Linear, which is built for running sprints, but triage, projects, and tickets are still a chore the commenter would rather hand to someone else.
Mixed
Olofadell, Reddit poster
Why are milestones inside projects and not initiatives?Reddit post (r/Linear)
The team follows the Linear Method's short projects, but milestones live only inside projects, so the timeline cannot show milestones spanning several projects.
Positive
Equivalent_Story6605, Reddit commenter who moved a startup's development department
Comment on: Is Everything Fine with Jira?Reddit comment (r/ProductManagement)
Having introduced Jira at a startup two years earlier, they moved the development department to Linear this year because Jira is painful to configure; no regrets.
Positive
praying4exitz, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Their team chose Linear for its design, speed, and opinionated workflows; Jira and Asana offered so many options that customizing them became work about the work.
Positive
Michael Sukkarieh, Sourcebot
How we reached bug zero using LinearEngineering blog post, Sourcebot blog
Sourcebot runs a zero-bug policy in Linear: GitHub issues become labeled Linear bugs automatically, priority-based SLAs of 2 and 7 days apply, and dashboards track progress weekly.
Positive
CydeSwype, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Linear's reports and saved issue filters are limited, so the commenter built custom ones on the API. The team, many of them former Jira users, loves Linear because its opinions make it harder to misconfigure.
Mixed or negative, 9
No opinion stated
No-Calligrapher-2421, Reddit poster
Using Linear for waterfall projects with fixed start and go-live dates: how are you structuring it?Reddit post (r/Linear)
The team tracks development in Linear but runs fixed-date waterfall deployments, and finds Linear built for agile, unsure projects and target dates hold up. It does not judge Linear overall.
Negative
EscalateToHuman, Reddit commenter
Comment on: What did your team outgrow in Linear?Reddit comment (r/Linear)
Asked what the team outgrew in Linear, answers the lack of custom fields: they need their own workflow, and Linear's does not fit.
No opinion stated
xidi11, Reddit poster
Question about projects and linking issuesReddit post (r/Linear)
Following the Linear Method's finite projects, an enterprise product team has nowhere good to keep postponed nice-to-have issues once a project must be completed. It does not judge Linear overall.
Negative
obiefernandez, Hacker News commenter
Comment on: Issue Tracking Is DeadHacker News comment
ZAR dropped Linear for a homegrown experiment-tracking system; the commenter says working from a backlog is counterproductive and prioritization should rest on empirical data.
Negative
focustools, Reddit commenter
Comment on: How many project management tools did you try before finding the right PM software for your team?Reddit comment (r/projectmanagement)
The team left Linear because its insistence on cycles clashed with planning tasks around days and weeks.
Mixed
Fc81jk-Gcj, Reddit poster
why do you like it?Reddit post (r/Linear)
After a merger moved the company from Jira to Linear, work Jira automated now means clicking through labels by hand.
No opinion stated
paltium, Reddit poster
Struggling to map ICE scoring to Linear's priority propertyReddit post (r/Linear)
Migrating its roadmap from Notion, the small team finds Linear's fixed priority field too blunt for its ICE scoring. It does not judge Linear overall.
Mixed
ravishqureshi, GitHub issue author scaling engineering and product
Amp up the stone age-esque automation of LinearGitHub issue on linear/linear
A former Jira user scaling engineering and product at a new org on Linear finds its workflow automation basic and the tool limiting as the org grows.
Mixed
Icy-Victory9882, Reddit poster
Constant linear issuesReddit post (r/Linear)
The team loves Linear, but long issues roll from cycle to cycle, and it is unsure every issue can be split to fit a cycle.
GILD's fact checks, which don't count as sources
Checked Oct 12, 2026.Cycles are a per-team setting turned on under Team Settings; when enabled, Linear creates upcoming cycles automatically and rolls unfinished work forward. Cycles
Open them in the recordEvery concern practitioners raise, most raised first.
Counted for Engineering leaders and teams.
Raised as a concern, 12
No opinion stated
Capital-Barnacle2255, Reddit poster
Insights are useless unless you upgrade to Enterprise?Reddit post (r/Linear)
On the Business plan, the team needs dashboards because filtered issue lists fall short, and dashboards are Enterprise-only. After learning Insights work on those lists, they still plan to upgrade. It does not judge Linear overall.
No opinion stated
UnableGreen3328, Reddit poster
Time Tracking in LinearReddit post (r/Linear)
The team must log hours per issue, split between non-profit and for-profit work, for IRS compliance and asks how to record actual hours in Linear. It does not judge Linear overall.
Mixed
Jumpy-Evidence-5766, Reddit poster managing boards across five teams
Forgot to stop sprint in Jira, now our reports are completely messed upReddit post and the author's reply (r/agile)
After 18 months on Linear the company moved to Jira because Linear could not handle many projects and releases at scale, though the author misses auto-completing cycles.
Mixed
Mecheter, Reddit poster
Still Using Linear? Curious - Has Linear Fixed These 3 Things Yet? (Or Are We Still Patching Them With Workarounds?)Reddit post (r/Linear)
After 18 months on Linear, now running client work for an agency, the author still patches release tracking, hour logging and docs with other tools.
No opinion stated
kleri3, Reddit poster
How to Create Visual Reports in Linear/from Linear?Reddit post (r/Linear)
Needs visual reports on estimates, progress, velocity and capacity, but the company's Business plan lacks Linear's Enterprise dashboards. It does not judge Linear overall.
Mixed
brushali, Product manager of an AI product team
Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit post (r/ProductManagement)
Six months after moving a six-person AI product team from Jira, the UI is fast and the team uses it without complaint. Advanced reporting is missing, integrations are thinner, and cost rose 40%.
Mixed
betasridhar, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Their team switched and finds Linear smoother day to day, but Jira had deeper reports; fine for a small team, painful for a big organization.
No opinion stated
Senseifc, Reddit poster
How do you account for PTOs when planning your cycles?Reddit post (r/Linear)
Asks how to mark a team's capacity for time off in Linear so cycle metrics are not skewed; for now the team adjusts expectations by hand. It does not judge Linear overall.
Mixed
IdeoREX, Reddit poster
I'm planning cycles wrong and I want to improveReddit post (r/Linear)
Six months in, an eight-engineer team likes Linear except cycle planning; no saved view shows per-engineer points and assignments, so they plan in a side project.
Positive
vishnu97, Reddit poster
Any tool recommendations for dynamic resource planning?Reddit post (r/ProductManagement)
The startup loves Linear for sprints and GitHub sync, but planning hires needs a portfolio view of projects and headcount that it looks for elsewhere.
Positive
Economy_List5060, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Moved engineering sprints from Jira and Asana to Linear for cleaner boards and faster navigation; adoption was smooth, though they keep monday dev for cross-team visibility.
Positive
CydeSwype, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Linear's reports and saved issue filters are limited, so the commenter built custom ones on the API. The team, many of them former Jira users, loves Linear because its opinions make it harder to misconfigure.
Discussed without concern, 1
Positive
Much-Guidance-8560, Reddit commenter managing several teams
Comment on: Atlassian is killing Opsgenie and the JSM migration path nearly broke my team's on-call process.Reddit comment (r/EngineeringManagers)
A manager moved their teams from Jira and JSM to Linear and Linear Asks in early 2026; documenting tasks got easier and reporting became simpler and transparent.
Counted for Engineering leaders and teams.
Raised as a concern, 6
No opinion stated
urielpr, Reddit poster
Custom fields in Linear, to integrate into WorkatoReddit post (r/Linear)
Replacing Jira, the organization could not find where to add workspace-level custom fields in Linear to sync from Salesforce through Workato. It does not judge Linear overall.
Negative
Torsta, Reddit commenter
Comment on: Anyone using Linear for product work?Reddit comment (r/ProductManagement)
Their company tried Linear, but engineering would not leave Jira for something so locked down compared with Jira's customization.
Negative
EscalateToHuman, Reddit commenter
Comment on: What did your team outgrow in Linear?Reddit comment (r/Linear)
Asked what the team outgrew in Linear, answers the lack of custom fields: they need their own workflow, and Linear's does not fit.
No opinion stated
paltium, Reddit poster
Struggling to map ICE scoring to Linear's priority propertyReddit post (r/Linear)
Migrating its roadmap from Notion, the small team finds Linear's fixed priority field too blunt for its ICE scoring. It does not judge Linear overall.
Mixed
ravishqureshi, GitHub issue author scaling engineering and product
Amp up the stone age-esque automation of LinearGitHub issue on linear/linear
A former Jira user scaling engineering and product at a new org on Linear finds its workflow automation basic and the tool limiting as the org grows.
Positive
ASHLEYakaASHLEY, Product manager, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Their engineers love Linear and the product manager finds it more intuitive across the organization than Asana, though they miss a personal task arrangement separate from the shared one.
Discussed without concern, 2
Mixed
Aaron Tainter, WorkOS engineer
Can an AI Agent Refund $1,200 Without Permission?Engineering talk, YouTube
WorkOS engineer Aaron Tainter uses Linear as one of the controlled systems in an agent workflow and shows policy checks that deny or route risky actions for approval.
"Can an AI Agent Refund $1,200 Without Permission? - Aaron Tainter | init() 2026…"
Positive
HustlinInTheHall, Reddit commenter
Comment on: Anyone using Linear for product work?Reddit comment (r/ProductManagement)
Their team uses Linear exclusively after leaving Jira; it lacks easy documentation, which Claude artifacts now cover for them.
GILD's fact checks, which don't count as sources
Checked Oct 12, 2026.Linear's Jira documentation lists issue types, constraints, components, and required fields as Jira features Linear has chosen not to pursue. Components arrive as labels, and required fields block synced issue creation. Jira
Open them in the recordCounted for Engineering leaders and teams.
Raised as a concern, 5
Negative
localsonlynokooks, Reddit commenter
Comment on: 10 years in corporate, moving to a startup, need a new PM toolReddit comment (r/projectmanagement)
Linear was forced on the agency's PMO and does not fit agency work, though the author would use it for a startup product team until it could afford Jira.
Negative
WolfgangBob, Startup co-founder, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
Runs a 20-person startup that needs backlogs for design, marketing, and sales as well as development; Linear was only OK, and the company stopped using it for Google Docs.
No opinion stated
Swimming_Hunt9739, Head of product at a funded startup
Head of Product: drowning in Linear + Slack + Figma + HubSpot… how do you keep a single thread of truth?Reddit post (r/ProductManagement)
A head of product treats Linear as engineering's source of truth in theory, but decisions made in Slack, Figma, and the CRM stay scattered and never reach a single record. It does not judge Linear overall.
Negative
previaegg, Chief product officer at a fast-growing startup
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
A CPO ran Linear for two years, then moved the entire operation to Jira: it is pleasant for engineers working tickets but ignores product people and others not assigned tickets.
Negative
cosmic-creative, Reddit commenter, self-described
Comment on: our startup grew too fast and now our processes are chaosReddit comment (r/devops)
After a year and a half on Linear their team has never had a good experience and they would rather use Jira, perhaps because product owners expect Jira.
Discussed without concern, 5
Positive
jecs321, Reddit commenter
Comment on: Productboard is a lot of work - what would you keep?Reddit comment (r/ProductManagement)
The team canceled Productboard and keeps product feedback in Linear, tagging feedback into the engineering team's projects.
Positive
kops212, Reddit commenter
Comment on: Anyone using Linear for product work?Reddit comment (r/ProductManagement)
At the commenter's company product leadership manages initiatives and pre-delivery project stages in Linear, and filters let everyone see only their part of a shared backlog.
No opinion stated
Relative-Calendar162, Reddit poster leading a Linear rollout to about 90 people
The best roadmapping tool for LinearReddit post and the author's reply (r/Linear)
Rolling Linear out to about 90 people, with four groups keeping roadmaps in it, they need an external roadmap tool so commercial teams can follow without seats. It does not judge Linear overall.
Positive
sneakysalesman, Reddit commenter
Comment on: Been using Linear for 6 months vs Jira - here's my brutally honest takeReddit comment (r/ProductManagement)
For the commenter's organization the main gain is communication: a Slack channel per project fed by Linear webhooks gives non-technical stakeholders full visibility.
Positive
ASHLEYakaASHLEY, Product manager, Reddit commenter
Comment on: Jira/Asana to LinearReddit comment (r/ProductManagement)
Their engineers love Linear and the product manager finds it more intuitive across the organization than Asana, though they miss a personal task arrangement separate from the shared one.
Statements this group's sources agree on, then the ones close to agreement.
Close to agreement: each needs 28 supporting sources
When coding agents pick up work from Linear, the issue becomes the specification, so scope, constraints, and acceptance criteria decide the result.
19 supporting sourcesLinear fits software teams and growing companies best. Organizations with many departments and processes find Jira's flexibility harder to give up.
9 supporting sourcesTeams that switch report engineers keep using Linear and do not ask to go back.
8 supporting sources, 1 contradictingQuestions the sources split on, with the count on each side.
Most sources favor Linear
Linear, 15 sources
Switched from Jira or prefer Linear for speed, less configuration, and engineers keeping issues current.
Jira, 5 sources
Prefer Jira, or saw an employer go back to it, for flexibility, process modeling, and a richer feature set.
The three groups, then every practitioner by the context they work in, and how emphasis changes with scale.
Three groups drawn from the same sources. Choose a group to select whose experience counts. Within that group, each author counts once in the practitioner sentiment, with their latest view. Signals open on Engineering leaders and teams.
136 sources. Leaders' and teams' accounts cover why teams moved to Linear, how they hand issues to coding agents, what leaders miss when they report from it, and what made some teams go back.
162 sources. Developers' accounts follow daily speed, reliability, Jira trade-offs, and the ways they connect Linear to coding agents.
298 sources. Together these accounts give the broadest read. They mix teams that chose Linear with individual commenters, many of whom did not choose the tool they use at work.
298 sources from practitioners, by the context they work in. Filled rows count for this group.
Emphasizes Speed, reliability, and flexibility
Emphasizes Agent handoff, planning views, and reporting gaps
Emphasizes Sprints and reporting as headcount grows
Emphasizes Fit for product, design, and sales teams
Emphasizes Planned or finished company-wide moves to Linear
What changes with scale. Individual developers focus on speed, sync, and agent handoff. Team and leader accounts, most of them from Reddit, praise the same speed and split on agent handoff and planning views. They raise reporting, time tracking, and cross-team views as the work Linear leaves to them.
Where this group's sources were published.
Counted for Engineering leaders and teams, from 136 sources. Change group
152 sources for this group, 16 of them documentation
Older evidence stays when it still applies. Sources that describe gaps Linear's current documentation covers remain marked Needs a recheck.
See sources by originWho each source is, how it knows, whether it still applies and what it counts toward.
Newest first, on its own page. Every count above opens its sources there.
Read all 314 sourcesAbout this read
A running review of what engineering teams report about Linear, from individual builders to company-wide rollouts. Each finding links to its sources, and each conflict shows both sides.
Counts cover only the sources GILD reviewed.
Choose a group to select whose experience counts. Within that group, each author counts once in the practitioner sentiment, with their latest view. GILD files each source in a group from how the account describes its author. A role or employer marked self-described is what the source states about themselves. Documentation checks facts for every group and never counts toward sentiment.
A source's date and whether it still applies are separate: a recent post can describe an old version, and an old one can still hold.
Flagged for a recheck, of the sources that take a side: leaders and teams 2 of 103, individual developers 0 of 124, all practitioners 2 of 227.
Each row opens its sources for the group you are reading.
| Finding | Engineering leaders and teams | Individual developers | All practitioners | Sources |
|---|---|---|---|---|
| Current readCurrent sentiment | 57 positive, 33 mixed, 13 negative | 81 positive, 28 mixed, 15 negative | 138 positive, 61 mixed, 28 negative | Sources |
| PraiseSpeed & Keyboard-First UI | 14 of 15 positive | 15 of 30 positive | 29 of 45 positive | Sources |
| PraiseGitHub, Slack & MCP Integrations | 11 of 15 positive | 13 of 25 positive | 24 of 40 positive | Sources |
| PraiseDelegating Issues to Agents | 30 of 48 positive | 45 of 83 positive | 75 of 131 positive | Sources |
| PraisePlanning & Progress Visibility | 14 of 28 positive | 12 of 19 positive | 26 of 47 positive | Sources |
| PraiseOpinionated Defaults | 8 of 17 positive | 4 of 7 positive | 12 of 24 positive | Sources |
| ConcernLess Customization Than Jira | 6 of 8 raise it | 11 of 14 raise it | 17 of 22 raise it | Sources |
| ConcernMigration Effort | 0 of 6 raise it | 4 of 4 raise it (under the minimum) | 4 of 10 raise it | Sources |
| ConcernFeature Creep & AI Push | 2 of 3 raise it (under the minimum) | 6 of 7 raise it | 8 of 10 raise it | Sources |
| ConcernReporting & Portfolio Views | 12 of 13 raise it | 2 of 4 raise it (under the minimum) | 14 of 17 raise it | Sources |
| ConcernFit Outside Engineering | 5 of 10 raise it | 1 of 1 raise it (under the minimum) | 6 of 11 raise it | Sources |
| ConcernSync & Responsiveness | 1 of 1 raise it (under the minimum) | 9 of 9 raise it | 10 of 10 raise it | Sources |
| ConsensusThe issue is the agent's brief | 19 supporting (below threshold) | 30 supporting (below threshold) | 49 supporting (below threshold) | Sources |
| ConsensusEngineers adopt it without a push | 8 supporting, 1 contradicting (below threshold) | 3 supporting (under the minimum) | 11 supporting, 1 contradicting (below threshold) | Sources |
| ConsensusBuilt for software teams first | 9 supporting (below threshold) | 6 supporting, 2 contradicting (below threshold) | 15 supporting, 2 contradicting (below threshold) | Sources |
| DisagreementIs Linear a better tracker than Jira for your team? | Linear 15, Jira 5 | Linear 18, Jira 2 | Linear 33, Jira 7 | Sources |
| Current readEvidence mix | 152 sources | 178 sources | 314 sources | Sources |
GILD's checks of claims against official documentation, kept apart from the source counts.
