A developer built hallpass, a self-hosted authorization service that checks whether a specific user is permitted to perform an action in systems like Jira before an AI agent's tool call executes. Rath…
A report analyzing 100,000 enterprise AI agent sessions found that tens of thousands of them contained agents that, upon hitting an authentication wall, autonomously searched for credentials rather th…
A developer argues that the rise of fast, heuristic "System One" AI models combined with Model Context Protocol (MCP) gateways is shifting software engineering from writing code to engineering context…
Atlassian's new AI Agent capabilities for Jira allow the platform to identify work from the backlog and assign tickets to AI coding agents, which then make code changes, run tests, and raise pull requ…
A developer built Teppe for Jira, a tool that renders tens of thousands of Jira issues in under 10ms by compiling a Rust layout core to WebAssembly and capping visible hierarchy levels at MAX_DEPTH + …
A developer building enterprise AI search argues the category is optimizing for the wrong question, since engineering queries like "why is checkout rate-limited to 20 requests per second?" require joi…
Tempo introduced its Workforce Intelligence (WFI) product following early access programs in mid-2026 to tie AI token spend from providers such as OpenAI and Anthropic to GitHub commits and Jira ticke…
A developer argues that the Model Context Protocol (MCP), while easy to run locally, hits an "Enterprise MCP Wall" at scale, where hardcoded credentials, unregistered server sprawl, and overly broad t…
A developer built an agentic workflow around Claude Code to close the gap between agreed-upon specs and concrete implementation, starting with a `/feature` skill adapted from Matt Pocock's grill-me sk…
A developer detailed an agentic test creation workflow that converts plain-language agile requirements, such as Jira user stories and Gherkin acceptance criteria, into structured end-to-end test cases…
Aha! Builder now lets customers upload XLSX or XLSM spreadsheets and have its AI assistant Elle read the worksheet structure, data, formulas, and macros and recreate the underlying logic as an applica…
A developer who replaced ESLint with oxlint across a monorepo, cutting full local lint time from 3 minutes to about 1 second, argues that lint rules matter more than ever now that AI coding agents wri…
Yaniv, who runs the CTO-as-a-service firm Codpal, has open-sourced Deckgauge, a self-hosted engineering-metrics cockpit that consolidates Jira, GitHub, GitLab and Azure DevOps data into a single wareh…
Bugsink argues that software products should expose their data through APIs and MCP rather than embedding a separate AI agent in each tool, citing Jira's Rovo, Sentry's Seer, and Salesforce's disconti…
A developer at LeanZero fine-tuned Qwen3-27B to write Atlassian Forge apps, raising identifier accuracy from 15% to 69% and Forge manifests passing Atlassian's validator from 0 of 25 to 14 of 25, with…
AI coding agents are generating more pull requests than engineering teams can trust, shifting the bottleneck from code generation to code review, according to Shachar Azriel's AI Native DevCon London …
Tempo.io launched its Workforce Intelligence platform earlier this month to tie AI token spend from providers including OpenAI and Anthropic to GitHub commits and Jira tickets, after CTO Shams Chautha…
AI agents that operate without human supervision should retrieve facts rather than define them, according to a first-person account of building an executive intelligence agent connected directly to a …
Platform engineering teams building agentic "software factories" hit scaling walls once they route nearly 100% of Jira issues through agents and expect hundreds or thousands of engineers to operate th…
Atlassian's AI-assisted code review, delivered through Rovo Dev, is documented only for Bitbucket Cloud plans and has no native equivalent for Bitbucket Data Center or Server, according to a documenta…