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SourceHut spent20โ100%of weekly time mitigating hyperโaggressive LLM crawlers. That work caused dozens of short outages and delayed core projects. The crawlers ignorerobots.txt. They hit costly endpoints likegit blame. They scan full git logs and commits. They rotate randomUserโAgentsand thousands o.. read more ย
Introduces anAI Agent Gateway. It mediates agent requests, validates intent, enforcespolicy-as-code, and isolates execution inephemeral runners. Agents discover tools viaMCP. They submitJSON-RPCcalls and receiveOPAdecisions. Jobs queue and run in short-lived namespaces. Each run carries plan hashes,.. read more ย
- ๐ฅ๐๐๐๐๐ก๐ข๐๐ ๐ด.๐ฑ ๐๐ป๐๐ฒ๐ฟ๐ฝ๐ฟ๐ถ๐๐ฒ ๐๐ฑ๐ถ๐๐ถ๐ผ๐ป ๐ถ๐ ๐ป๐ผ๐ ๐ฎ๐๐ฎ๐ถ๐น๐ฎ๐ฏ๐น๐ฒ! This release represents a major step forward in ๐ฝ๐น๐ฎ๐๐ณ๐ผ๐ฟ๐บ ๐๐ฒ๐ฐ๐๐ฟ๐ถ๐๐, ๐๐๐๐๐ฒ๐บ ๐ถ๐ป๐๐ฒ๐ด๐ฟ๐ถ๐๐, ๐ฎ๐ป๐ฑ ๐ฒ๐ป๐๐ฒ๐ฟ๐ฝ๐ฟ๐ถ๐๐ฒ ๐ฟ๐ฒ๐น๐ถ๐ฎ๐ฏ๐ถ๐น๐ถ๐๐. - ๐จ๐๐๐ ๐ฆ๐ฒ๐ฐ๐๐ฟ๐ฒ ๐๐ผ๐ผ๐ ๐๐๐ฝ๐ฝ๐ผ๐ฟ๐ โ cryptographic verification of the boot chain - ๐๐ฒ๐ฏ๐ถ๐ฎ๐ป ๐๐ผ๐ผ๐ธ๐๐ผ๐ฟ๐บ ๐ญ๐ฎ.๐ญ๐ฏ ๐ฏ๐ฎ๐๐ฒ + ๐๐ฒ๐ฟ๐ป๐ฒ๐น ๐ฒ.๐ญ.๐ญ๐ฑ๐ต-๐ญ-๐ป๐ผ๐ถ๐ฑ๐ฌ - ๐๐ฆ๐ง๐ฆ..
If you ask a developer, product manager, and QA โwhy integrate your Git repository with Jira,โ they will all give different answers. Some like it for reducing context switching and providing automation options, while others value the transparency and improved traceability. But no matter who you ask, everyone is unanimous: this integration is immensely useful for the teams.
In this article, we focus on the most popular Git applications: GitHub, GitLab, and Bitbucket. We explain how to connect them to Jira Cloud and provide you with practical tips on making the most out of this integration. You will learn how to use smart commits, leverage automation, and gain extra value from third-party apps.
Most dashboards show what's happening but not why it matters. Learn how to build context-aware dashboards that actually help engineers debug production issues faster.
Understand why software testing basics is essential for every developer. Learn key testing types, levels, techniques, and best practices to write reliable, maintainable, and high-quality code.
FastMCP 3.0 is now generally available. It keeps the @mcp.tool() API but rebuilds the internals around components + providers + transforms, adds a CLI, and ships production features like component versioning, per-component auth + OAuth additions, OpenTelemetry tracing, background tasks, pagination, tool timeouts, and hot reload. The project moved from jlowin/fastmcp to PrefectHQ/fastmcp on GitHub, and upgrading is supported via dedicated guides for FastMCP 2 and MCP SDK users.
