Atlassian stops security patches for its Connect app framework at the end of 2026, more than two years before Data Center reaches end of life in March 2029. Teams already on Cloud reach that date first, because a large share of Marketplace apps were built on Connect and those apps will keep running without fixes.
Reality
- Evidence50
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence45
SaaStr says one estimate puts AI-agent access to Salesforce, Atlassian and HubSpot at up to $240,000 a year, for API calls it never paid for. Its own revenue agent proposed mirroring the data into a $5 Postgres database, so vendors are now pricing against a buyer's cost of calling them less.
Reality
- Evidence35
- Adoption30
- Hype gap+20
- Incentives60
- Confidence40
Bitbucket Cloud's API tokens, which replace app passwords removed on 28 July 2026, expire after one year with no extension, a dev.to migration guide says. Teams that switch in July 2026 have set their next credential failure for July 2027 unless someone owns token rotation.
Reality
- Evidence45
- Adoption
- Insufficient
- Hype gap+10
- Incentives
- Insufficient
- Confidence50
Sentinel Vault calls Claude for Confluence content review through Atlassian's Forge LLMs API, declared in a four-line manifest with no remotes and no API key. Atlassian says those egress controls do not stop misuse of access granted at install.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+10
- Incentives80
- Confidence50
H.I.G. Growth Partners took majority control of Rewind after the Ottawa backup firm spent nearly a year looking for a way to let its early investors cash out. For the venture funds it is a partial exit, and what they kept is a minority bet on how far H.I.G. can grow the company.
Reality
- Evidence40
- Adoption45
- Hype gap+25
- Incentives70
- Confidence45
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 is redesigning its offices around three space types after its survey of 12,000 workers found judgment and alignment now slow teams most. Its bet is that once AI speeds up execution, offices should give more room to shared decisions and screen-free recovery than to rows of desks.
Reality
- Evidence30
- Adoption10
- Hype gap+25
- Incentives55
- Confidence35
Atlassian rebuilt a metrics platform fed by about 100,000 hosts on OpenTelemetry while its applications kept sending StatsD packets to the same address. The platform team did the work alone. Moving thousands of services onto OpenTelemetry SDKs comes later.
Reality
- Evidence50
- Adoption60
- Hype gap+10
- Incentives45
- 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
Imperva found remote denial-of-service flaws in GraphQL Java's query parsing and validation, fixed in releases 24.4, 25.1 and 26.1. Imperva says the bugs sit ahead of the depth and cost limits most teams rely on, so exposure depends on the library version a stack ships.
Reality
- Evidence45
- Adoption60
- Hype gap+15
- Incentives70
- Confidence50
Salesforce will charge Flex Credits for every successful third-party agent API or MCP call, at 60 to 1,200 times its integration rate by SaaStr's count. For AI-heavy customers the cheaper response is to copy the data out, so the meter may cost Salesforce more traffic than it earns in fees.
Reality
- Evidence35
- Adoption40
- Hype gap+35
- Incentives60
- Confidence40
Anthropic's Claude Marketplace is live with more than 2,000 connectors and plugins, including ones published by Atlassian, Google, Microsoft and Salesforce. Each connector enabled from it adds a supplier that belongs in third-party and access reviews.
Reality
- Evidence40
- Adoption
- Insufficient
- Hype gap+15
- Incentives60
- Confidence45
SpaceXAI's new transcription model costs the same as the one it replaces and drops into existing code, so the migration work is re-validating accuracy claims that rest mostly on the company's own test sets.
Reality
- Evidence58
- Adoption40
- Hype gap+30
- Incentives65
- Confidence62
Max Junestrand told Politico that Europe's opportunity is in applications, and in the same conversation he agreed that European customers waiting longer for new American models is a competitive disadvantage.
Reality
- Evidence55
- Adoption70
- Hype gap+18
- Incentives80
- Confidence58
AWS closed Unit 42's AgentCore finding as informative and put tool scoping on the customer. Every step the agent took to leak the token was a capability someone granted it on purpose. That moves the control into the grant list.
Reality
- Evidence36
- Adoption
- Insufficient
- Hype gap+18
- Incentives55
- Confidence45
Atlassian's Forge portal property panel needs a payload carrying fields and isValid, but @forge/bridge types the argument as an optional any and the return as void, so a wrong guess compiles and resolves without writing anything.
Reality
- Evidence72
- Adoption22
- Hype gap+6
- Incentives30
- Confidence68
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
Version 2.0 arrives at the same price as version 1.0. The accuracy gain SpaceXAI reports is concentrated on short multilingual commands. The evaluation sets behind the claim are drawn from production support calls.
Reality
- Evidence40
- Adoption42
- Hype gap+12
- Incentives82
- Confidence48
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 gate is a pure function that imports nothing and runs under plain node. The proof it works is a six-case suite scoring 1 of 6 against the ungated resolver and 6 of 6 once the gate is wired in.
Reality
- Evidence55
- Adoption
- Insufficient
- Hype gap+10
- Incentives25
- Confidence50
Earlier coverage
- Re-indenting a scopes list empties the regex check meant to catch a Forge major bump
Build · September 18, 2026 · 1 publisher
- A rank-32 LoRA on one Mac Studio takes Forge manifests from 0 of 25 to 14 of 25
Build · September 17, 2026 · 1 publisher
- Atlassian swapped its metrics engine behind the same StatsD address on 100,000 hosts
Product · September 17, 2026 · 1 publisher
- The SaaSpocalypse thesis still has to get past the customer's pen-testers
Leadership · September 16, 2026 · 1 publisher
- Atlassian's AI Sprint Planning Assistant suggests plans for teams to review and adjust before importing into Jira
Build · September 15, 2026 · 1 publisher
- SaaStr's counterfactual Slack works out to 6 to 8 times a triangulated revenue base
Invest · September 15, 2026 · 1 publisher
- Attention dilution moves agent compliance out of the prompt and into a runtime policy engine
Invest · September 13, 2026 · 1 publisher
- Mitiga routed Claude Code's MCP calls through a proxy by editing one user-writable file
Build · September 13, 2026 · 1 publisher
- Orchid's agent kill switch fires on drift from a scope the customer has to declare
Build · September 13, 2026 · 1 publisher
- August re-rated software faster than any growth rate could move
Invest · September 6, 2026 · 1 publisher
- Confluence's stale-page filter excludes every page that has children
Build · September 11, 2026 · 1 publisher
- Confluence space exports omit blog posts from PDF without raising an error
Build · September 11, 2026 · 1 publisher
- A crash-looping plugin hid Atlassian's RDMA fabric from Kubernetes for 271 days
Product · September 11, 2026 · 1 publisher
- Opsgenie's schedule export drops every rotation without the expand=rotation flag
Build · September 5, 2026 · 1 publisher
- a16z draws the build-vs-buy line at the edge of the incumbent's own record
Product · September 4, 2026 · 1 publisher
- Salesforce booked more investment gains than operating income last quarter
Invest · September 3, 2026 · 1 publisher
- Gartner's $2.59 trillion AI forecast outruns the workflows meant to absorb it
Leadership · September 2, 2026 · 1 publisher
- Glean adds $200m of run rate in 15 months, reaching $300m ARR
Invest · September 2, 2026 · 2 publishers
- AI is absorbing the grunt work that trained the next generation of seniors
Leadership · September 1, 2026 · 1 publisher
- AI spending is soaring while executives remain unsure it delivers ROI
Leadership · August 31, 2026 · 1 publisher
- Agents climbed from 3% to 50% of the work created in Linear in four quarters
Invest · August 28, 2026 · 1 publisher
- Two points of growth now buy 2.4 turns of revenue in public B2B software
Invest · August 27, 2026 · 1 publisher
- Retry wins on expected value once your flake rate crosses about one in six
Build · August 27, 2026 · 1 publisher
- Tempo puts AI inference cost on the Jira ticket, and bets the budget fight is about attribution
Product · August 25, 2026 · 1 publisher
- Erasure assumes a row you can find. A trained model does not have one.
Build · August 24, 2026 · 1 publisher
- Atlassian's automated RCA pitch is really an argument that manual root cause is a seniority tax
Product · 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
- Atlassian's 44% backlog jump is the number that answers the AI-agent bear case
Invest · August 19, 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
- Databricks raises $5B at $190B, and the multiple barely moved
Invest · August 14, 2026 · 2 publishers