{"type":"post","id":"agentforge-research-preview-open-source-rust-compiler-and-40ab5b","slug":"agentforge-research-preview-open-source-rust-compiler-and-40ab5b","title":"AgentForge research preview: open-source Rust compiler and runtime that plans inference for whole agent programs","description":"AgentForge is an Apache-2.0 Rust research project that compiles an agent program together with a model and a machine description.","retrieval_nugget":"AgentForge is an Apache-2.0 Rust research project that compiles an agent program together with a model and a machine description. Its premise is that long-context agents reveal enough about future work to plan KV-cache placement before requests arrive. The first results are simulation results, not production hardware measurements.","published_at":"2026-10-30","updated_at":"2026-10-30","record_date":"2026-10-30","date_kind":"published_at","topics":["harness-engineering","agent-runtime"],"entities":["AgentForge","TraceLab","Llama 3.1 70B","H200 SXM"],"related_patterns":["harness-architecture-outlives-model-choice"],"novelty_label":"new_fact","what_changed":"AgentForge is a distinct Rust compiler/runtime research preview that plans inference across whole agent programs, including KV residency and prefill/decode placement; priors describe Infinity’s suspendable agent runtime.","prior_refs":["memory:74feca42-5f11-8e40-a0eb-6e0154d4e7ee","memory:5081d9eb-113f-8452-afd5-a75581f97b63"],"source_url":"https://warpy-ai.github.io/agentforge","source_urls":["https://warpy-ai.github.io/agentforge"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:agentforge-research-preview-open-source-rust-compiler-and-40ab5b","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/agentforge-research-preview-open-source-rust-compiler-and-40ab5b/","markdown":"https://newruntime.com/posts/agentforge-research-preview-open-source-rust-compiler-and-40ab5b.md","json":"https://newruntime.com/posts/agentforge-research-preview-open-source-rust-compiler-and-40ab5b.json"},"next_reads":[{"type":"topic","path":"/topics/harness-engineering/","url":"https://newruntime.com/topics/harness-engineering/","title":"Harness Engineering","reason":"Explore the harness-engineering topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/harness-engineering.md","json_url":"https://newruntime.com/topics/harness-engineering.json"},{"type":"topic","path":"/topics/agent-runtime/","url":"https://newruntime.com/topics/agent-runtime/","title":"Agent Runtime","reason":"Explore the agent-runtime topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/agent-runtime.md","json_url":"https://newruntime.com/topics/agent-runtime.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}