Atlassian announced that Jira's 'projects' terminology is being renamed to 'spaces' across all Jira Cloud products, with the change now available for Free and Standard plans and rolling out to Premium…
Flostep has launched live, step-through diagram embeds for Confluence and Notion that automatically update when the underlying process changes, eliminating stale documentation. The embed uses an ifram…
A Malaysian writer reports that AI tools like Claude Code enabled her to build an editorial planning app in three days, a task that previously would have taken months and required extensive team coord…
A developer proposes a Git-based workflow to automate user manuals and knowledge bases, using Markdown task files in a repo to generate release summaries and AI agents to update docs, with a CMS like …
A developer detailed how losing a Confluence documentation space led to a new architectural philosophy called 'Documentation as a Contract' for their startup. The approach uses git-backed markdown fil…
A developer argues that every large enterprise will adopt a shared AI harness—an open-core runtime configured with identity, model gateways, connectors, policies, and audit—to replace the current patt…
Atlassian now trains its AI assistant Rovo on customer data from Jira and Confluence by default, with full opt-out limited to Enterprise plans. The company's data-contribution settings show that Free …
Atlassian announced Code Context on August 12, a new capability in its Teamwork Graph that indexes GitHub and Bitbucket repositories and integrates with Jira, Confluence, and 50-plus third-party tools…
Solo founder Meetless released Meetless Agent (MLA), an open-source active monitor that supplies coding agents with up-to-date context and reconciles running information to maintain a source of truth,…
Retrieval Augmented Generation (RAG) combines a retriever that fetches relevant information from external knowledge sources at query time with a generator LLM that uses that context to produce grounde…
Anthropic's Claude AI has seven distinct levels of use that matter for real work, from raw prompting to multi-agent orchestration, according to a developer's guide. The levels progress from basic ques…
Most companies will miss the AI-native shift because they bolt LLMs onto legacy systems, resulting in 'smart dumb processes,' according to an analysis of three enterprise case studies. The piece argue…
JetBrains' YouTrack team reports that around 70% of customer projects currently discussed involve migrating from Atlassian Jira and Confluence, following Atlassian's suspension of sales for Data Cente…
An engineer's guide to MCP servers for Figma, Jira, GitLab, and Playwright reveals that Figma offers both local and remote servers, while Atlassian provides no separate Jira server—only a unified serv…
A developer recounts how Edmonton startups can overcome local engineering talent shortages by building distributed teams across timezones, citing examples from Tokkatok, LaundryIT, and EngagePOS. The …
A developer describes a pattern for reducing large MCP tool surfaces into a few domain-oriented tools by using an 'action' discriminator, which preserves capabilities while shrinking the model's conte…
Gitoza, a local-first task management tool, stores task tickets as YAML files in Git, allowing AI IDEs to read them directly and answer whether a ticket's work is actually in the codebase. The project…
An AI integration consultant detailed a week of work helping a B2B client add an LLM-based assistant to its stack, emphasizing that data plumbing, not the model, is the hard part. The consultant mappe…
Engineering teams can build custom AI applications like RAG-based chatbots in a weekend, but securing them requires a new approach. The attack surface shifts from infrastructure to the AI workflow its…
Enterprise AI deployments stall because they hit the limits of legacy systems that were never designed to work together, according to an analysis of common integration challenges. The article argues t…