Atlassian's knowledge base covers one of three causes of JCMA's 'couldn't export Custom Field Config Scheme' error, a dev.to post finds. The other two sit in closed bug tickets whose triggering data can still be in a Data Center database.
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap−5
- Incentives
- Insufficient
- Confidence55
Atlassian CEO Mike Cannon-Brookes told The Verge's Decoder that chatbots are not the future of work and pushed back on the feared SaaSpocalypse. His case depends on Jira and Trello holding the record teams agree on, and buyers will have to test that against their own renewal data.
Reality
- Evidence30
- Adoption
- Insufficient
- Hype gap+35
- Incentives75
- Confidence35
Wiz says its Red Agent found and exploited a GitHub Actions injection that an AI "autofix" commit introduced five days earlier, reaching Snowflake's internal Jira with no human in the loop.
Perspective Coverage
4 publishers
- Builder
- Builder 43%
- Operator
- Operator 42%
- Investor
- Investor 15%
Reality
- Evidence58
- Adoption
- Insufficient
- Hype gap+35
- Incentives70
- Confidence62
An OECD survey of 6,047 employers found this software in most workplaces on both continents. The countries split over what firms are allowed to do with it, and most of these tools are not AI at all.
Reality
- Evidence68
- Adoption82
- Hype gap+8
- Incentives30
- Confidence62
On @forge/cli 13.4.0 the linter runs inside forge deploy and blocks it, so a clean run looks like a passed check. One request helper is enough to leave a missing scope to surface as a 401 in production.
Reality
- Evidence70
- Adoption38
- Hype gap+12
- Incentives35
- Confidence62
The dev.to review that names Plane its pick for small and mid-sized teams prices Plane Pro at $720 a year for the same ten people, and it reports the resulting saving at two different figures. The free edition runs on your hardware.
Reality
- Evidence45
- Adoption25
- Hype gap+35
- Incentives65
- Confidence50
The agent runs on Amazon Bedrock, starts its investigation when Cost Anomaly Detection fires, and posts the root cause into the Slack channel where the engineers who provisioned the resource already work. Public preview is us-east-1 only.
Reality
- Evidence52
- Adoption20
- Hype gap+12
- Incentives30
- Confidence45
Atlassian's own validator did the grading, on 25 app briefs, on the same workstation that trained the adapter. Anyone reusing the pass rate needs briefs that look like those 25.
Reality
- Evidence55
- Adoption15
- Hype gap+10
- Incentives65
- Confidence45
A mutex kept his ten automations from colliding with each other but never from running git checkout in the directory where a deploy was in flight, so every bot now gets a disposable worktree of its own.
Reality
- Evidence42
- Adoption14
- Hype gap+14
- Incentives25
- Confidence56
Jira's Summer 2026 release ships a Delivery Agent for standup digests and an assistant that groups the backlog into a suggested sprint. Both change the order in which people on a team see one another's judgement.
Reality
- Evidence28
- Adoption42
- Hype gap+38
- Incentives
- Insufficient
- Confidence55
Orchid's new controls detect when an agent drifts from its declared purpose and then cut its access, and both halves depend on inventory and specification work the enterprise has to finish first.
Reality
- Evidence34
- Adoption12
- Hype gap+38
- Incentives72
- Confidence56
Gherkin's one real feature is a non-developer authoring scenarios in plain text. A post on dev.to argues that on real teams the criteria are written in Jira and a developer retypes them, leaving four texts to keep in agreement.
Reality
- Evidence34
- Adoption
- Insufficient
- Hype gap+24
- Incentives72
- Confidence55
The per-tab figures were summed off an unfiltered ps listing, so a browser policy that looked 198 MB ahead was really 91 MB behind. What caught it was watching one number fail to move across a page load.
Reality
- Evidence64
- Adoption
- Insufficient
- Hype gap−18
- Incentives34
- Confidence56
Stratus Security's CTO says the scanner his firm wrote for its own engagements pulled them out of one client's backlog, and the previous tester missed them because ticket comments are not in anyone's standard methodology.
Reality
- Evidence54
- Adoption18
- Hype gap+24
- Incentives74
- Confidence48
The waste never surfaced as an error, because the agents retried until the task finished anyway. Pricing it took a trace carrying token counts and a session ID, which Databricks already collected on the path of every call.
Reality
- Evidence44
- Adoption22
- Hype gap+34
- Incentives85
- Confidence47
Three separate evaluations, collected in one dev.to post, keep landing on the same defect, which is that the reviewer runs after the side effect. Moving the deny to the tool call is a runtime change, not a prompt change.
Reality
- Evidence58
- Adoption18
- Hype gap+14
- Incentives30
- Confidence52
Sergio Freitas runs four teams at Cisco alongside 10 to 20 coding agents a day. His hours held steady while the work got denser, which is the part most leadership capacity models still have no column for.
Reality
- Evidence30
- Adoption32
- Hype gap+18
- Incentives55
- Confidence38
Linear's $99m tender at a $2.5bn mark prices existing shares rather than new capital, while the blog beneath it puts agent-created work at half the total, a composition figure Atlassian answers with a 4x quarter off an undisclosed base.
Reality
- Evidence58
- Adoption68
- Hype gap+20
- Incentives78
- Confidence55
A 90-day instrumented study reports 28% more pull requests and 13 points of test coverage, but the gain lands only after training and workflow embedding, which puts the money on enablement rather than seats.
Reality
- Evidence45
- Adoption38
- Hype gap+12
- Incentives
- Insufficient
- Confidence40
The release-notes table read on 26 August 2026 puts Unagi on Scarthgap and Vimba on Wrynose. One has about 20 months of upstream fixes left; the other has 44.
Reality
- Evidence62
- Adoption30
- Hype gap+8
- Incentives40
- Confidence55
Earlier coverage
- Tempo puts AI inference cost on the Jira ticket, and bets the budget fight is about attribution
Product · August 25, 2026 · 1 publisher
- Six weeks of agent-run ops: the failures were plumbing, not the model
Build · August 24, 2026 · 1 publisher
- Atlassian's full AI opt-out costs an Enterprise upgrade: three of four tiers can't switch metadata off
Build · August 23, 2026 · 1 publisher
- The release board is the schedule: what 74% hybrid adoption actually measures
Build · August 22, 2026 · 1 publisher
- The stability step is a branch, not a pipeline: inside one team's release-candidate discipline
Build · August 21, 2026 · 1 publisher
- UiPath bets your bottleneck is trust, not code. Audit your maintenance bill first
Product · August 20, 2026 · 1 publisher
- A cleanup commit deleted the sanitizer. Five days later a scanner cashed it in.
Build · August 20, 2026 · 1 publisher
- The agent said the Jira move failed. It had already committed the write.
Build · August 18, 2026 · 1 publisher
- White-on-white PDF makes Atlassian's Rovo leak Jira and Confluence data; the org switch does not help
Build · August 15, 2026 · 1 publisher
- Thirty MCP tools become three: the reliability bug is in your schema, not the model
Build · August 15, 2026 · 1 publisher