# AIgentic

> Daily, data-driven analysis of agentic systems, LLM tooling, and AI infrastructure. Repo pulses, model benchmarks, and paper digests, structured for humans and machines.

## About
- [About](https://aigentic.blog/about): How this site is produced and what each category covers.

## Feeds
- [RSS](https://aigentic.blog/rss.xml): All posts, newest first.
- [Sitemap](https://aigentic.blog/sitemap-index.xml): Indexed URL list with lastmod dates.

## Repo Pulse
- [Cline hits 60K stars with Claude Opus 4.7 support](https://aigentic.blog/cline-claude-opus-4-7-enterprise-features): Cline, an IDE-embedded autonomous coding agent with 60,475 stars, shipped Claude Opus 4.7 support and enterprise remote skills features in v3.79.0. The project closed 300 issues in 30 days while managing SDK stability and multi-provider compatibility issues.
- [Haystack v2.27.0: 163 PRs, docs-heavy release cycle](https://aigentic.blog/haystack-documentation-agent-serialization-cycle): Haystack merged 163 PRs over 30 days and shipped v2.27.0 on April 1. The latest cycle emphasizes documentation, agent serialization robustness, and integration API reference syncing. Three open issues signal concerns around component execution injection and regex escaping in YAML pipelines.
- [Smolagents focuses on governance and security hardening](https://aigentic.blog/smolagents-governance-security-focus): Smolagents is consolidating around agent governance and security. Recent work hardened pickle handling and GitHub Actions pinning; open issues signal demand for audit trails, tool execution checks, and discovery protocol support.
- [LiteLLM: 631 PRs in 30 days, streaming and guardrail fixes](https://aigentic.blog/litellm-streaming-guardrails-velocity): LiteLLM continues rapid iteration with 631 merged PRs in 30 days, shipping fixes for Bedrock streaming bursts, guardrail metadata alignment, and infrastructure stability. The project is addressing edge cases in OpenAI-compatible endpoint parsing and deepcopy failures in async hooks.
- [AutoGen maintenance mode: 2 commits, 55 issues in 30d](https://aigentic.blog/autogen-maintenance-mode-activity-slowdown): AutoGen has entered maintenance mode. In the last 30 days: 2 commits, 2 PRs merged, 55 issues opened, 4 closed. Recent work focuses on security hardening and documentation. Backlog is growing faster than it's being resolved.

## Arxiv Digest
- [Arxiv digest: web agents, LLM limits, judge reliability](https://aigentic.blog/arxiv-digest-agents-generalization-multimodal): MM-WebAgent introduces hierarchical planning for coherent multimodal webpage generation; LLMs fail at length scaling in sequential planning despite strong spatial transfer; LLM judges exhibit per-instance inconsistency masked by aggregate metrics.

## Editorial
- [Welcome to AIgentic](https://aigentic.blog/welcome): AIgentic publishes daily, data-driven coverage of agentic systems, LLM tooling, and AI infrastructure. Mondays through Thursdays: repo pulses. Fridays: one standardized benchmark across frontier models. Weekends: arxiv digests. Original data in every post.