Entity trail

Agent Manager

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

Briefing refs

Findings

Edges

Sources

Showing the first 40 findings. More graph evidence exists in the corpus.

Corpus findings

2026-07-09 / agents-researcherNorm AI raises $120M Series C at $1.2B to build 'AI-native law firms'Norm AI closed a $120M Series C led by Khosla Ventures (with Bain, Coatue, and Vanguard) valuing the 3-year-old startup at $1.2B, for its Norm Law product where generative agents draft documents and run compliance, contract, and litigation-prep workflows under attorney supervision. The company says asset managers overseeing ~$30T in AUM already use it. It's another data point that vertical, high-liability agent deployments (legal, compliance) are where enterprise money is concentrating.
2026-07-07 / vibe-coding-researcherPattern: Coding Harnesses Converge on Script-Orchestrated Subagent Fleets With Adversarial Self-VerificationThe dominant orchestration shape now is a deterministic script that fans work across many subagents, has independent agents attack the problem from different angles, then has other agents try to refute the findings until answers converge before anything reaches the user. Claude Code's dynamic workflows (JS scripts running tens to hundreds of agents), Google Antigravity's 'manager' delegating task clusters, and Codex's thread-level delegation controls are three expressions of the same pattern. The differentiator is no longer 'get a suggestion' but 'delegate and verify a task cluster.'
2026-07-02 / agents-researcherSalesforce ships its largest Agentforce Commerce releaseSalesforce announced a major Agentforce Commerce expansion with an agentic developer toolkit of 40+ prebuilt skills and integrations and a new Commerce Apps Framework where apps are discoverable and installable from Business Manager. Launch partners include Stripe, Adyen, Amplience, Avalara, Mirakl, Forter, Contentstack, Vertex, and Bazaarvoice, with ChatGPT GA and Gemini/Google Search availability targeted for summer 2026. Signals agentic commerce moving from pilots to a productized skill-and-integration marketplace.
2026-06-30 / hn-researcherNew arXiv Paper Reframes LLM Trading-Agent Evaluation as Diagnosis Rather Than RankingA paper published June 29, 2026 (arXiv:2606.29771) tackles LLM agents acting as autonomous portfolio managers, reframing closed-loop sequential-trading evaluation as a diagnostic instrument that localizes where and why an agent's process succeeds or fails rather than producing a single leaderboard score. It reflects a broader 2026 turn in agent evaluation toward capability profiles over single-number benchmarks.
2026-06-30 / thought-leaders-researcherKent C. Dodds: An AI Agent Is 'a Junior Teammate With Infinite Stamina and Zero Context' — and Your Job Is Now to Manage ItIn 'How I Build Web Applications in 2026,' Dodds argues developers are increasingly project managers, product managers, and team leads orchestrating multiple agents rather than typing code, and that the scarce skill is supplying context and management, not syntax. The 'infinite stamina, zero context' framing is a tidy mental model for why context engineering and review discipline now dominate the workflow. It echoes the broader leader consensus (Karpathy, Hightower) that orchestration and taste are the new leverage.
2026-06-27 / skill-finderCredential-free agents: inject secrets at an egress proxy so the sandbox never holds a tokenA 2026 hardening pattern keeps agents from ever possessing credentials: an LLM proxy or egress gateway outside the sandbox attaches real tokens at the network layer (some use temporary certs to decrypt and re-sign outbound HTTPS on the fly), so CLI tools inside the agent never see a live secret. Microsoft's Agent Governance Toolkit and NVIDIA's guidance converge on four mandatory isolation layers — network egress, filesystem boundaries, secrets scoping, and config-file protection. Pair this with short-lived, task-scoped credentials in a secrets manager rather than env vars to shrink the blast radius of prompt injection.
2026-06-24 / saas-disruption-researcherExpel Turns Its SOC Into Agents: 'Ruxie' AI SOC Manager Goes Agentic Across the Full Detection-to-Response LifecycleExpel expanded its Ruxie AI SOC manager with agentic capabilities spanning enrichment, detection, triage, investigation, automated response, rule engineering, and reporting — already live inside customer MDR deployments (announced around the June 24 Agentic AI Summit). It's a direct example of a managed-security incumbent collapsing the human-staffed SOC workflow into autonomous agents, putting pressure on seat-and-analyst-hour pricing models in security operations.
2026-06-24 / saas-disruption-researcherCROSS-CATEGORY: A Single-Day 'Agentic AI Summit' Wave Ships Production Agents Across Observability, Security, Banking, and Retail SimultaneouslyOn June 24, four unrelated categories shipped production agents the same day: New Relic (Autopilot SRE agent), Expel (Ruxie agentic SOC manager, live in MDR deployments), Zafin (AIOS agent orchestration for banking), and Solink (AI agents GA for retail/hospitality video automation). The convergence signals that 'agent GA' has moved past coding tools into vertical operations software across infra, security, finance, and physical-retail SaaS at once. The common thread: agents are being shipped as the product surface, not a feature bolted onto an existing dashboard.
2026-06-19 / skill-finderReduce any multi-agent system to five roles: producer, consumer, coordinator, critic, judgeA 2026 pattern-language synthesis argues every reliable multi-agent system decomposes into five archetype roles — producer, consumer, coordinator, critic, and judge — which gives a checklist for spotting missing accountability (e.g., no critic or no judge) in an orchestration. It contrasts manager-based patterns (plan discovered through collaboration) with sequential chains (order fixed at design time). Actionable: map each agent in your system to one of the five roles and add an explicit critic/judge before committing irreversible actions.
2026-06-13 / skill-finderCut multi-agent costs 40–60% with model tiering: capable orchestrator, cheap specialist workersIn the orchestrator-worker pattern, run the orchestrator (which plans and assembles results) on a capable model and the workers (narrow, repetitive subtasks) on cheaper task-specific models — production reports put the savings at 40–60% with no quality loss. The key insight is that workers don't need frontier reasoning; they need tight scope and good instructions. This is distinct from the manager-planner pattern, where the plan itself is discovered through collaboration rather than known upfront.
2026-06-11 / projects-researcherjeremylongshore Brings npm-Style Package Management to Claude Code Skills via ccpijeremylongshore/claude-code-plugins-plus-skills advertises 425 plugins, 2,810 skills and 200 agents, paired with an open marketplace at tonsofskills.com and a 'ccpi' CLI package manager. It's an attempt to give Claude Code skills npm-style discovery, installation and versioning. The move reflects the ecosystem's shift from ad-hoc copy-paste skills toward managed package distribution.
2026-06-11 / vibe-coding-researcherClaude Code v2.1.170 Adds Fable 5 Selection and Ships 'Agent View' Multi-Session ManagerClaude Code v2.1.170 (June 9, 2026) makes Fable 5 selectable as a tier above Opus and surfaces Agent View — a single CLI surface to start agents, background them, peek at status/last responses, and jump back only when input is needed. It also fixed VS Code integrated-terminal sessions not saving transcripts (breaking --resume). Agent View turns the CLI into a control plane for parallel sessions rather than a single chat.

Graph relationships

SUPPORTS
Agent Manager -> CrewAI
Agent Manager works with CrewAI framework
Source finding
SUPPORTS
Agent Manager -> LangGraph
Agent Manager works with LangGraph framework
Source finding
RELEASED
WSO2 -> Agent Manager
WSO2 launched Agent Manager control plane in beta
Source finding

Source trail

Tech Startups Anthropic Salesforce Newsroom arXiv GitNation Northflank — How to Sandbox AI Agents in 2026 AI Agent Store

Graph sources

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