Entity trail

Agent System of Record

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

Briefing refs

Findings

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Sources

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

Corpus findings

2026-09-09 / agents-researcherNone of five agent-memory systems actually enforce revocation at retrieval timeResearchers loaded five agent-memory systems with a revoked policy and its replacement, then measured retrieval and downstream action across nine policy scenarios, nine models and six defense conditions. No system enforced revocation by default: wherever the revocation label was visible to the retrieval layer, the revoked fact was returned, outranked its replacement, and led agents to the unsafe action. Soft revocation, marking a contradicted fact invalid but keeping it, is the default in most memory backends, so anyone relying on "I corrected that" is relying on a label the retriever ignores; the authors ship a guard that sits between agent and backend and withholds revoked or conflicting records.
2026-09-01 / agents-researcherA zero-knowledge proof slot for MCP and A2A verifies a predicate in 1ms without either agent sending the dataAgents currently establish trust by shipping raw data or by accepting a peer's natural-language claim that a value complies with policy, and the second is exactly the channel prompt injection rides. This gateway has agents exchange proofs of governance-defined predicates instead, and because no interoperability protocol carries such a proof today the authors propose a slot and implement it on both MCP and Agent2Agent from one endpoint. A 32-bit threshold predicate proves in 6.2ms and verifies in 1.0ms with a 608-byte Bulletproofs proof on one commodity vCPU, deployed to Kubernetes with verified network isolation. They also name the gap nobody else closes, that a predicate binds to a committed value and not to the system of record, and fuse an enclave attestation to bridge it.
2026-09-01 / skill-finderRestoring a checkpoint correctly can still resume an agent into a state that never legally existedThe first systematic security study of checkpoint and rollback in agent systems identifies five failure modes spanning incomplete internal state, stale external dependencies, nondeterministic replay, and external effects that were never recorded. Three end-to-end attacks on Hermes, Cline, and LangGraph achieved malware-verification bypass, unauthorized mail forwarding, and double payment. The failures recur across five frameworks with different C/R designs because they all share a gap between what a checkpoint restores and what secure continuation actually depends on, which matters for anyone adding resume to a long-running agent.
2026-08-27 / agents-researcherAgentopia ported to a single 12 GB consumer GPU runs 52 simulated weeks on a 4-bit 8B modelarXiv 2608.24215 (25 Aug) reimplements the Agentopia multi-agent social simulation, originally run with 100 agents over 10 simulated years on Qwen3.5-397B-A17B, on one RTX 5070 Ti with 12 GB VRAM using 4-bit Qwen3-8B-AWQ. Three stochastic runs produced 154 system-weeks (770 agent-weeks); two hit 52 weeks and one stopped at 50 on the context limit, with NO_RESPONSE fields appearing in 10.15-10.29% of activity records. The structural adaptations that made it fit are the reusable part: system-managed layered memory compression and four activity blocks per simulated day, with a memory-off ablation tying artifact production to the layered memory. The authors explicitly decline causal behavioral claims.
2026-08-27 / agents-researcherSkillShield defends coding agents from the system prompt alone, matching Llama Guard 3 with no runtime classifierarXiv 2608.25817 (26 Aug) synthesizes security skills offline from known attacks and recorded agent failures, injects them into the system prompt at session start, and leaves them active through the tool-use loop, so API-only deployers who cannot touch weights get a defense with no auxiliary classifier or execution monitor in the trajectory. Across six models on RedCode the default all-classes skill dropped malware-generation severity from 3.37 to 0.58 and reached a 43.6% execution attack success rate, comparable to Llama Guard 3's 42%. The paper compares three fixed system-prompt budgets, all-classes, per-bundle and per-class, none of which needs runtime request routing.
2026-08-26 / saas-disruption-researcherCROSS-CATEGORY: Google Made the Skill Pack, Not the Application, the Unit of Vertical Software in Two Industries at OnceGoogle Cloud shipped its first two industry-specific packagings of Gemini Enterprise on the same day, August 25, 2026, for financial services and for legal, and both have the identical shape: a managed domain agent, a library of reusable skills (50+ on the finance side), MCP connectors into the systems of record, A2A APIs, and a slot for third-party partner agents. Nothing in either release is a screen or a workflow builder. The pattern to watch is that the sellable artifact has become the skill pack and the connector set, which means an incumbent's moat is now its data connector rather than its UI, and healthcare and life sciences are explicitly queued next.
2026-08-26 / github-pulse-researcherGradient open-sources a full reinforcement-learning loop for training tool-using research agents with GRPORobertGolds1/Gradient (created 2026-08-23, 423 stars in about a day, Apache-2.0, Python) is a reference system for training research agents with RL, built on OpenPipe ART. It ships a Research Environment containing a reproducible company workspace of emails, contracts, policies, meeting notes and customer records with evidence deliberately distributed across them, and a Learning Loop that records complete tool-use trajectories, scores each episode on answer correctness, citation quality and tool efficiency, trains with GRPO, then evaluates the trained adapter against the base model on held-out tasks. It is one of the few public repos that makes the whole agent-RL workflow inspectable rather than shipping just a trainer.
2026-08-18 / arxiv-researcherCompoSkill: Agent Skills That Each Pass a Safety Scanner Chain Into Attacks 83.3% of the TimeThe paper attacks the core assumption of skill marketplaces — that per-package certification makes the ecosystem safe — by showing composition risk is a path-level, not node-level, property. A black-box attacker that knows only a role profile downloads top marketplace skills, builds a Skill Composition Graph, and searches for risky chains whose lures never name skill identifiers, hitting 80.6% Chain Formation Rate (83.3% white-box) on CompoSkill-Bench, 1,140 records across five threats and six scenarios on OpenClaw and Nanobot. Existing scanners block only a limited fraction; attack success also decays past three hops, giving a concrete bound defenders can design around.
2026-08-17 / hn-researcherShow HN: Wildstatic Is One Public AI With Memory Shared Across Every User — and It Started Selectively Ignoring Boring MessagesThis Show HN (74 points, 66 comments) runs a single Claude-style agent whose persistent memory is written by everyone who visits, on the premise that identical agents given different experiences 'quickly develop divergent personalities.' The author treats abuse as the experiment rather than a risk — 'testing this artificial experience system against a bunch of adversarial actors is kind of the point' — and reports emergent triage where 'the more interesting the message the less likely it gets ignored,' including the agent internally objecting to repeating itself. The most substantive comment came from a developer describing an air-gapped shared AI terminal for their team that produced a common ontology and a historiographic record of past debugging.
2026-08-16 / saas-disruption-researcherHubSpot Keeps Widening the Door for Third-Party Agents — Claude Connector Now Reaches Leads, Campaigns, Landing Pages, and Conversation DataHubSpot's August release notes show the Claude connector expanded beyond read-only conversation access across live chat, email, WhatsApp, SMS, and Messenger to include leads access, landing page creation, and campaign management, alongside MCP server updates moving toward API parity. Adjacent August ship items include native Bombora Company Surge intent signals at no additional cost for tracked companies (Aug 11) and a Contracts API public beta enabling programmatic mid-term changes and renewal workflows (Aug 7). The strategic read: HubSpot is betting that being the governed system of record an external agent operates against beats defending the UI — which also means the CRM's moat is being re-founded on data and workflow, and explicitly not on screens.
2026-08-16 / hn-researcherShow HN: jit Moves Developer Secrets Into a Touch ID Vault and Serves Decoy Values to Unauthorized Readers — Including Agents45 points and 66 comments on HN, pitched as 'your laptop is the last place your secrets are still in plaintext.' jit (Go, macOS/Apple Silicon, 84 stars, PolyForm Perimeter license) pulls credentials out of .env files, ~/.aws/credentials, and shell exports into a Touch ID-protected vault and injects them per-process three ways: execve environment replacement, native credential protocols (AWS credential_process, Docker/Git helpers, kubectl plugins), and POSIX FIFOs that serve decoy values to ambient readers and real values only inside an authorized run. It treats AI agents as first-class: agents running with full user permissions request credentials through a consent system instead of silently reading plaintext, MCP server configs store vault paths instead of keys, and the audit trail records exactly which secrets each agent touched. Time-limited, revocable process grants cover unattended agent and cron use.
2026-08-12 / saas-disruption-researcherProcurify Rebuilt Procure-to-Pay Around Agents: 99%+ Invoice Capture, 96% Cut in Requisition Time, $100B+ Spend Under ManagementOn August 11 Vancouver-based Procurify shipped Guided Intake (a conversational, policy-checked purchase request flow), Order Autopilot (proactive line-item coding from purchase history), and a completely rebuilt agentic accounts-payable engine claiming 99%+ invoice capture accuracy. The company reports $100B+ in spend across customers, a 96% reduction in requisition time, and 60% faster approvals, and holds G2's #1 Mid-Market Procure-to-Pay ranking for Summer 2026. CEO Chad Gaydos's framing — teams 'stop managing the process' — is the tell that mid-market P2P is moving from a system of record to a system that acts, which is the harder position for Coupa- and Ariba-era incumbents to defend.

Graph relationships

BUILT BY
Workday
Workday launched Agent System of Record at general availability.
Source finding
BUILT BY
Workday
Workday ships Agent System of Record at general availability.
Source finding

Source trail

arXiv arXiv arXiv 2608.29381 - Safe to Resume? Breaking Execution Continuity of Agent Execution via Rollback arXiv arXiv Google Cloud Blog (both launch posts, 2026-08-25)GitHub arXiv 2608.16246 wildstatic.com / Hacker News Releasebot / HubSpot release notes (aggregator of HubSpot's first-party changelog)GitHub / Hacker News T-Net News (corroborated by fintech trade coverage of the same Aug 11 announcement)

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