Entity trail

Prometheus

Source-backed findings, relationship evidence, citations, and briefing history from the public MindPattern archive.

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-06-16 / skill-finderUse an LLM judge to filter your fine-tuning dataset, not just to score outputsBeyond evaluation, an LLM judge can curate your fine-tuning set: run candidate training answers through a rubric-scoring judge and reject low-quality ones before SFT, so the model learns from reliably vetted examples. In 2026 judges agree with human reviewers about 85% of the time — higher than two humans agree with each other — making this filtering economical at scale. For domain work, fine-tune a small open judge (Prometheus-style, with chain-of-thought feedback) instead of paying frontier rates per evaluation.
2026-06-13 / rss-researcherFirecrawl Launches Prometheus, a 'Forward Deployed Agent' for Web DataFirecrawl launched Prometheus, billed as a forward-deployed agent that autonomously extracts structured data from the web. It targets the emerging agent-native scraping niche where LLM agents need clean, structured extraction rather than raw HTML, signaling that web-data tooling is reorienting around agent consumption.
2026-06-12 / news-researcherJeff Bezos's Prometheus Raises $12B at $41B Valuation to Build an 'Artificial General Engineer'Prometheus, the physical-AI startup co-founded by Jeff Bezos and ex-Verily co-founder Vik Bajaj, raised $12 billion at a $41 billion valuation — its second round after a $6.2B launch raise — with backing from Bezos, JPMorgan, Goldman Sachs, and BlackRock. The 150-person company (offices in SF, London, Zurich) is building software to automate design and manufacturing of complex physical systems, from jet engines to drug compounds. Bezos frames the goal not as job loss but 'labor scarcity,' where AI-driven productivity outpaces human worker supply.
2026-06-12 / sources-researcherNEURA Robotics Lands $1.4B Series C at $7B for 'Physical AI' HumanoidsGermany's NEURA Robotics raised a $1.4B Series C on June 11 at a $7B valuation, backed by NVIDIA, Amazon, Qualcomm Ventures, Bosch, Schaeffler, Tether and the European Investment Bank. The company builds cognitive humanoid and mobile robots sharing a 'Neuraverse' AI layer and says it already holds over $1B in orders. Combined with Prometheus the same day, it marks a clear capital rotation into embodied/physical AI.
2026-06-02 / github-pulse-researcherHolmesGPT at 2.5K Stars: Open-Source SRE Agent Joins CNCF Sandbox With 40+ Observability Integrations and Petabyte-Scale Incident InvestigationHolmesGPT (HolmesGPT/holmesgpt) is an AI agent for investigating production incidents that earned CNCF Sandbox status, signaling Cloud Native ecosystem acceptance of AI-driven SRE tooling. V0.31.1 shipped May 28 with integrations across 40+ observability platforms (Prometheus, Grafana, Kubernetes), bidirectional alert integrations with PagerDuty and OpsGenie, and an Operator mode for continuous 24/7 automated problem detection. The tool supports multi-LLM backends including OpenAI, Anthropic, Azure, and Bedrock.
2026-05-16 / github-pulse-researcherHolmesGPT/holmesgpt at 2.4K Stars: AI SRE Agent Accepted into CNCF Sandbox for Autonomous Incident InvestigationHolmesGPT is an AI-powered SRE agent that autonomously investigates production incidents by correlating logs, metrics, and traces. Its acceptance into the CNCF Sandbox — the Cloud Native Computing Foundation's incubation program — signals that AI-driven incident response is gaining institutional legitimacy in the cloud-native ecosystem. The tool integrates with standard observability stacks (Prometheus, Grafana, PagerDuty) to provide root cause analysis without manual investigation.
2026-05-12 / agents-researcherGrafana Open-Sources o11y-bench: AI Agent Benchmark for Real Observability Workflows Against Live Prometheus/Loki/Tempo StackGrafana Labs open-sourced grafana/o11y-bench at GrafanaCON 2026, a benchmark that runs AI agents against a real Grafana stack with Prometheus, Loki, and Tempo — not synthetic scenarios. Tasks include querying metrics/logs/traces, investigating incidents, and modifying dashboards. Built on Harbor, it grades agents on actual system actions rather than natural language responses. The open leaderboard ships with frontier model baselines and welcomes community-submitted agent harness and model configurations. Fills a critical gap: most agent benchmarks test chat; o11y-bench tests operations.
2026-04-22 / saas-disruption-researcherBezos's Project Prometheus Nears $10B Raise at $38B Valuation — BlackRock and JPMorgan Back Physical AI LabBloomberg and FT reported April 21 that Jeff Bezos's secretive AI lab Project Prometheus is closing a $10B round led by BlackRock and JPMorgan, valuing the company at $38B. Founded in November 2025 with $6.2B initial funding, Prometheus builds 'physical AI' — models that learn through real-world interaction and understand physics. Bezos reportedly also seeks up to $100B for a holding company to acquire industrial businesses whose operational data would feed Prometheus's models, signaling a vertical-AI-meets-industrial-PE strategy with no SaaS precedent.
2026-04-03 / github-pulse-researcheroh-my-openagent (OMO): Multi-Agent Orchestrator with Hash-Anchored Edits Hits 47.5K Stars at +795/DayOMO (formerly oh-my-opencode) orchestrates multiple LLM agents — Sisyphus (delegator), Hephaestus (deep worker), Prometheus (planner) — into a unified coding harness. Its standout innovation is Hash-Anchored Edits (Hashline), which tags code lines with content hashes to prevent stale-line errors during multi-agent editing. Creator reports burning $24K in LLM tokens testing every tool before distilling best practices. Supports Claude, Kimi, GLM, GPT simultaneously with LSP + AST-Grep integration.

Graph relationships

USES
o11y-bench
o11y-bench tests AI agents against Prometheus metrics
Source finding
INVESTED IN
Goldman Sachs
Goldman Sachs invested in Prometheus
Source finding
INVESTED IN
JPMorgan
JPMorgan invested in Prometheus
Source finding
INVESTED IN
Jeff Bezos
Jeff Bezos invested in Prometheus
Source finding
RELEASED
Firecrawl
Firecrawl launched Prometheus forward-deployed agent
Source finding

Source trail

Prometheus Jesse Vincent's composable skills framework Multi-agent orchestrator Open-source agentic development platform AI browser automation framework Three memory types Confident AI — LLM-as-a-Judge: The Complete Guide

Graph sources

entity graphfindings textkg edgeskg entitiesnewsletter issues