Engineering teams that adopt AI tools individually often see stagnant overall velocity because individual speed does not compound into team advantage, according to a new analysis. The real return on i…
A developer outlines an 8-week web development curriculum for junior engineers that integrates AI tools like Copilot, ChatGPT, and Claude alongside core ReactJS skills. The plan includes weekly topics…
A developer is building Enterprise Brain OS, an AI-powered platform designed to connect enterprise knowledge, workflows, AI agents, and decision-making into a single system. The platform uses a stack …
A developer proposes building a 'Company Brain' by wiring AI skills into live systems via MCP servers, ensuring every answer carries a source URL and freshness check. The approach aims to solve knowle…
Vercel Connect now includes preset connectors for 90+ services, including Shopify, Okta, Workday, Jira, and Sanity, reducing manual setup by pre-populating provider metadata, authentication settings, …
Google is upgrading connectors in Gemini Enterprise, requiring users to reauthorize access to workplace tools such as Slack, Microsoft Teams, and ServiceNow, according to recent build notices. The upd…
Support engineering team at an unnamed company rebuilt its fragmented support triage by centralizing all tickets into Jira and using an LLM to auto-classify product-support tickets into engineering do…
A developer outlines enterprise deployment patterns for MCP servers, covering API key authentication, OAuth 2.0, and mutual TLS for high-security environments. The post also provides Docker and system…
Flanner.io released v0.7.1 of Flanner, a free, open-source CLI and MCP server that manages planning documents generated by AI agents, versioning every revision and linking each plan to its correspondi…
Atlassian announced AI-driven upgrades to Jira, including the Jira Planner and Jira Coding Agent, aimed at simplifying developer workflows. However, skepticism remains among users about whether these …
Atlassian shipped four AI-powered features for Jira that collapse the handoff from ticket to spec to pull request into a single loop. The suite includes a coding-agent handoff, a built-in Jira Coding …
AI agents should be integrated into existing project management tools like Linear using a Capture → Queue → Eval pattern to create a shared human-AI workspace, according to a guide on effective AI age…
A developer has released pinto, a Git-native Scrum backlog and Kanban board that runs in the terminal. The tool stores each Product Backlog Item as a Markdown file with TOML frontmatter, enabling team…
Atlassian announced a set of updates to transform Jira into an orchestration hub for developers and AI agents, including Jira Planner, Jira Coding Agent, third-party agent integrations, automation rul…
An independent research project found that an AI-written test pipeline producing 80% of test code still requires 30% of the engineering effort for human review, not the 2% often budgeted. The six-stag…
Harness Engineering built a fully automated coding loop inside OpenCode using DeepSeek-V4-Pro and DeepSeek-V4-Flash, enabling low-cost agentic code iteration. The loop, inspired by Andrew Ng's breakdo…
OpenAI's ChatGPT Work and Anthropic's Claude Co-work both offer professional workflow features such as integrations, memory, and autonomous task handling, but they differ in approach: ChatGPT emphasiz…
Anway, an open-source platform that connects DevOps tools including GitHub, Datadog, Linear, Kubernetes, Loki, Prometheus, Jira, ArgoCD, PagerDuty, and Terraform into a single intelligence surface, is…
Arize AI, co-authored by Duncan McKinnon and Jitendra Yadav, argues that AI productivity should be measured by connecting AI usage to validated downstream outcomes rather than activity metrics like to…
Contextual intelligence — not larger models — is the missing layer that makes AI useful in enterprise settings, according to a CTO who used Anthropic's Claude and an MCP connector to analyze Jira data…