Agentic Index
Agentic AI Platform Change Log
Agentic Index tracks material changes across agentic AI platforms, including new agent capabilities, workflow orchestration updates, integrations, MCP/tool-calling changes, memory features, human approval controls, observability, deployment options, pricing, funding, and verification-status updates. This change log is the index that tracks changes to agentic AI platforms, updated weekly. If you are trying to keep up with changes to AI agent platforms without reading every vendor's release notes separately, this is the feed to read.
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Public-source research. All entries are sourced from official vendor blogs, changelogs, documentation, or press materials. Support levels marked Needs Review or Publicly Claimed should be independently verified before relying on them for procurement decisions.
5 entries matching filters
MCP / tool calling / API
OpenDocRouter, a new standalone API from LlamaIndex, turns PDFs and images into markdown using a choice of frontier and open source models, each benchmarked on ParseBench for quality and cost per page. An optional layout mode returns bounding boxes with one shared set of layout classes for every model, and billing is token based, with $5 of starter credit and no charge for failed pages.
Teams feeding documents to agents can switch parsing models per workload behind one API and compare them on published quality and cost, instead of managing each model's prompts and hosting.
Agent capability
LlamaIndex released Extract v2.5, new document extraction agents that reason over document structure and cross reference context across pages. The stronger harness, previously limited to the top tier, now runs on the cheaper tiers too, and citations with bounding boxes reach the Agentic tier, with no change in per page price.
On LlamaIndex's own benchmark the cheaper tiers now match the old top tier's accuracy, and the citations give reviewers a source location to check before a value moves on.
Agent capability
LlamaIndex announced Retrieval Harness, giving agents filesystem-style primitives (grep, file read, directory listing) over document collections so they can navigate and fetch context on demand rather than relying solely on a prebuilt vector index.
Aligns the retrieval stack with how modern agents actually work: fetching what they need step by step. Teams get agentic document access without maintaining heavy indexing infrastructure for cases where on-demand navigation is enough.
Integrations
LlamaIndex shipped v5 and v6 of the LlamaParse Platform community node for n8n, now an officially verified n8n community node. The node brings LlamaParse's document parsing, extraction, classification, and splitting into n8n workflows.
Verified n8n distribution puts LlamaParse's document processing inside a widely used workflow automation tool, letting ops teams parse complex documents in existing pipelines without custom integration code.
Observability / auditability
LlamaParse added opt-in granular bounding boxes at line, word, and cell level, with beta availability across paid tiers.
Granular provenance materially improves auditability, citation precision, and human verification in document-grounded agent workflows.
Current rankings
These changes feed the index. See where each category stands: the best vendors of 2026, ranked by verified capability coverage.
Capability coverage
Every change above is graded against the same 14 capability axes. Each axis has its own page showing how much of the index documents it, which categories concentrate it, and the leading platform in each.
The AI agent directory for business · The full feature taxonomy · Pricing research
Common questions
How do I keep up with changes to AI agent platforms?
Read one maintained change log instead of tracking each vendor's release notes separately. The Agentic Index change log records 1648 verified updates across agentic AI platforms, updated weekly, covering new agent capabilities, MCP and tool calling changes, memory, human approval controls, observability, deployment options, pricing and funding. Every entry names the vendor, the date, the change type and an impact level, and links to that vendor's profile.
How often is the agentic AI change log updated?
Weekly. The most recent update was Oct 21, 2026, covering Equal AI, Kognitos, Findem.
How do I track changes for one specific AI agent vendor?
Filter the change log by vendor, or open that vendor's profile page, where the same verified entries appear alongside its capability coverage across the 14 point Agentic Index taxonomy.
Where can I find a single feed of agentic AI platform updates?
This page is that feed. Agentic Index reviews vendor blogs, changelogs, documentation and press materials every week and files what materially changed, so keeping up with changes to AI agent platforms is one page rather than several hundred. Entries are filterable by vendor, change type, impact level and verification status, and each one carries the evidence basis it was graded from. The same entries are published as a free RSS feed at agenticindex.io/feeds/changes.xml, with one feed per ranking category listed at agenticindex.io/use-this-data.
Last updated: Oct 21, 2026 · 1648 tracked changes across 550 vendors