LeanZero released two new skills in its open-source agent skills pack that teach coding agents to use Atlassian's Jira Automation Rules API, which is now generally available at api.atlassian.com/autom…
A context engine operates as a five-stage pipeline — ingestion, graph construction, retrieval-and-reasoning, conflict resolution, and permissioned delivery — with the hard engineering in keeping all f…
Leanzero SRL released CogniRunner Coder, a Jira coding agent that reads GitHub or Bitbucket repositories from inside an issue, stages edits in the conversation, and commits them to a branch or pull re…
A developer argues that AI coding agents have shifted the bottleneck from code generation to context engineering, proposing that repositories expose project-level instruction files such as AGENTS.md, …
Qodo launched Qodo 3.0 on October 1, 2026, adding PR Triage, a Wisdom Base, and a Software Map to its AI code quality platform to govern the output of AI coding agents. Qodo said PR review time is up …
Researcher and OnePersonAI founder Akshat Raj has published a mathematical proof and architectural specification describing "Context-Entropy Collapse" (CEC), a phenomenon in which enterprise LLMs degr…
Leapwork launched Leapwork Play, an AI-native continuous validation platform for building, running and managing Playwright test suites at scale, available today with a free tier and self-service sign-…
A developer built a single private Git repository with common/, work/ and personal/ profile folders to keep a Claude Code configuration in sync across a work Mac and a personal Linux machine. The setu…
Kong introduced Token Vault for Kong Identity, a credential-brokering service that lets AI agents authenticate to Kong and have downstream credentials applied during authorized requests rather than st…
A developer at LogicLoop described a production hybrid-search RAG pipeline that runs BM25 keyword retrieval in Elasticsearch alongside dense vector retrieval in pgvector and fuses normalized scores, r…
IonQ software engineer and MindRoom creator built MindRoom, an open-source "company brain" that gives every employee a personal AI agent and each program a shared agent connected to Slack, Confluence,…
Software engineer Edy released CodeCrab, a local-first native desktop app that reviews pull requests by orchestrating a user's local CLIs so no source code leaves the laptop. CodeCrab builds a per-rep…
A developer built an interactive customer-feedback dashboard on top of the Hindsight memory system, using retain(), recall() and reflect() operations to turn raw tickets and social posts into synthesi…
Momentic Inc. launched Mo, an AI agent that tests software directly from requirements and intent without requiring developers to write or maintain test scripts, co-founder and CEO Wei-Wei Wu told Sili…
JetBrains launched Air Teams, a team layer for agentic development that adds shared cloud environments, cloud tasks, projects, and event- or schedule-triggered Automations to its Air agentic developme…
A quality engineer describes using four Model Context Protocol integrations — Jira, Figma, GitLab, and Playwright — to let an AI assistant assemble UI regression tests from manual test cases, design s…
A developer published a reusable prompt and workflow for running AI-assisted code reviews that focus on correctness and impact rather than style, aiming to complete reviews in seconds instead of minut…
A developer argues that manual code review cannot keep pace with AI-assisted development and proposes using an AI code-review skill, such as Superpowers, paired with a pre-indexed local code knowledge…
A developer built an open-source AI QA agent that takes a Jira ticket ID and a test environment URL, reads the ticket, writes test steps, and executes them in a real headful Chrome window. The agent c…
A developer who won the Best Cezar Feature track at the Open Mercato HackOn in Wrocław concluded that Open Mercato is not AI slop, describing it as a plausible model of greenfield software development…