Entity trail

Agentic Orchestrator

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

Briefing refs

Findings

Edges

Sources

Corpus findings

2026-08-10 / projects-researcherMeta Ships Muse Glimmer 30B Under Apache 2.0 — a 29.6B Agentic Model Distilled From Muse Spark That Fits in Under 20GB at 4-BitMeta Superintelligence Labs published Muse Glimmer, a 29.6B dense causal transformer (52 layers, 6,656 hidden dim) with a ~1.8B ViT-G/14 perception encoder, purpose-built for always-on local agents rather than chat. It ships Apache 2.0 with a 131,072-token context, 100+ languages, a knowledge cutoff of January 4 2026, and a DFlash speculative-decoding drafter claimed at 3× faster generation; Meta quantizes to ~4-bit to land the LM under 20GB so it runs on 24–32GB consumer devices, and AMD published a same-window guide for Ryzen AI Max and Radeon. Reported SWE-Bench Pro is 51.2%, positioned against Gemma4-31B and Qwen3.6-27B. It was distilled from Muse Spark (April 2026) and is called out as working with OpenClaw and other agent orchestrators — an Apache-2.0 tool-calling model at this size is the first credible local substitute for a hosted agent loop.
2026-07-24 / github-pulse-researcherpromptise-com/Foundry Claims the 'Foundation Layer for Agentic Intelligence' — agent-runtime Emerges as a Distinct Topic From agent-frameworkpromptise-com/Foundry (862 stars) tags itself with both agent-framework and agent-runtime, and it is one of several repos this week — alongside BitFun's 'desktop-grade Agent runtime' — separating the runtime (process lifecycle, isolation, state persistence) from the framework (orchestration APIs). That split mirrors how container tooling separated runtimes from orchestrators a decade ago. Early and small, but the vocabulary shift is worth tracking because it predicts where the interoperability standards will land.
2026-07-09 / thought-leaders-researcherSteve Yegge's 'Agent Fleets' Era: Gas Town Orchestrates 20-30 Parallel Agents, Beads Gives Them MemoryYegge's current work reframes agentic coding as fleet management — Gas Town is a multi-agent orchestrator for running 20-30 parallel agents, and Beads is a memory/issue-tracking system built specifically for AI agents rather than humans. His six-wave chart lands 2026 squarely in 'agent fleets,' arguing the skill of the year is coordinating agents, not prompting one. Highly resonant for anyone already running an agent harness with a ticket/issue backend: the pattern of an agent-native issue tracker plus a fleet orchestrator is converging into a recognized architecture.
2026-06-30 / hn-researcherShow HN: DoorDash Open-Sources 'Agentic Orchestrator,' a TUI That Enforces Review Gates for Long-Running Coding AgentsDoorDash open-sourced Agentic Orchestrator (doordash-oss/agentic-orchestrator), a terminal UI wrapping a research→plan→implement→review→PR workflow with deterministic, code-enforced phase transitions so probabilistic agents can't skip review steps; an optional manual-publish mode pauses at 'CodeReady' for diff review before opening a PR. Posted as a Show HN (HN item 48500132) at modest points, but notable as a production engineering org publishing its real agent harness.
2026-06-06 / skill-finderAdopt the Discuss → Plan → Execute → Verify loop with a fresh context window per phaseA repeatable structure for orchestrator-led agentic coding runs each phase — Discuss, Plan, Execute, Verify — in its own fresh context window with dedicated subagents, keeping the orchestrator on a minimal context budget and delegating the heavy reads. This prevents context bloat from accumulating across phases and keeps each specialized worker focused on one isolated task with its own tool permissions.
2026-04-12 / agents-researcherArctic Wolf Launches Aurora Agentic SOC with Swarm of Experts Framework at RSAC 2026Arctic Wolf unveiled the Aurora Agentic SOC as the 'world's largest commercial agentic SOC,' built on the Aurora Superintelligence Platform. The Swarm of Experts framework orchestrates three agent types: Oversight Agents (orchestrator + judge), Authoritative Agents (domain experts for triage/hunting/response), and Process Agents (hundreds of SOAR automations). Backed by a Security Operations Graph processing 9 trillion weekly telemetry events and an AI Trust Engine for agent guardrails.
2026-04-05 / skill-finderAnthropic Report Key Insight: Productive Agentic Workflow Depends on Workspace Organization, Not Agent ChoiceThe Anthropic 2026 Agentic Coding Trends Report's core thesis is that the difference between productive and unproductive agentic workflows is not which agent you use — it is how you organize your workspace, structure your context, and coordinate agent activities. Multi-agent architectures with an orchestrator delegating to specialized sub-agents in parallel context windows are now the default for complex tasks. The report identifies security integration from earliest design stages as a key differentiator, and notes that teams should default to hybrid multi-modal approaches: orchestrate locally in IDE, verify asynchronously through CI.
2026-03-23 / agents-researcherAgentic Multi-Agent Architecture Cuts NIST CSF Cybersecurity Assessment Cost from $15K to Near-ZeroNew architecture deploys specialized agents for each NIST CSF domain coordinated by an orchestrator, enabling organizations to run formal cybersecurity risk assessments that normally cost $15,000+ in consulting fees. Each domain agent applies framework-specific reasoning across Identify, Protect, Detect, Respond, and Recover functions, producing evidence-backed recommendations. Democratizes compliance posture assessment for small organizations that currently skip formal reviews entirely due to cost.
2026-03-16 / agents-researcherCVE-2026-21858 CVSS 10.0: n8n AI Workflow Platform Unauthenticated File Leakage via Web Forms Enables Full Server TakeoverA critical (CVSS 10.0) vulnerability in the n8n AI workflow automation platform allows unauthenticated attackers with access to any n8n web form to leak arbitrary internal server files. The flaw requires no credentials and targets the platform's web form interface — a common attack surface in enterprise deployments where n8n forms are exposed for external workflow triggers. n8n is widely deployed as an agentic workflow orchestrator with native AI node support; this vulnerability continues the 'shipped-insecure' pattern observed in Langflow (allow_dangerous_code) and represents a direct risk to agent workflows that process sensitive data.
2026-03-15 / sources-researcherLatent Space AINews: 'AI Engineer Will Be the LAST Job' — 2026 Update to the Rise-of-the-AI-Engineer ThesisLatent Space's AINews issue argues that AI engineers — who build, evaluate, and maintain agentic systems — will be the final professional role automated, as every other technical function commoditizes first. The piece updates swyx's 2023 'Rise of the AI Engineer' framing with a more terminal trajectory, pointing to AI engineers becoming orchestrators of autonomous coding, QA, and research pipelines before facing displacement themselves. A useful framing for career specialization decisions in 2026.
2026-03-15 / skill-finderAgentic Engineering PEV Loop: The Structured Discipline Replacing Vibe CodingAgentic engineering replaces ad-hoc vibe coding with the PEV loop — Plan (human defines goals, constraints, acceptance criteria, and architecture constraints) → Execute (agent plans subtasks, writes and runs code, produces artifacts) → Verify (human reviews AI-generated output as a junior engineer's PR, not a trusted commit) — with the role shift being from implementer to orchestrator. The hybrid strategy is explicit: vibe-code repetitive CRUD and boilerplate, hand-code novel, complex, and security-sensitive logic, with structured code review mandatory on all AI-generated output. Anthropic's 2026 Agentic Coding Trends Report documents Stripe's Minions shipping 1,000+ merged PRs/week and Zapier at 89% AI adoption as the benchmark for what structured agentic discipline enables at scale.

Graph relationships

RELEASED
DoorDash
DoorDash open-sourced Agentic Orchestrator, a terminal UI for coding-agent workflows.
Source finding
RELEASED
DoorDash -> Agentic Orchestrator
DoorDash open-sourced Agentic Orchestrator, a terminal UI for coding-agent workflows.
Source finding

Source trail

released a native iOS app "a junior teammate with infinite stamina and zero context"Agentic Orchestrator Hugging Face GitHub Steve Yegge (Medium)TeamDay — Complete Guide to Agentic Coding in 2026 Arctic Wolf Anthropic — 2026 Agentic Coding Trends Report (PDF)arXiv CSO Online Latent Space

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