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"caption": "Summary\nLlamaRisk recommends the following parameter changes based on user behavior, on-chain liquidity, and position health observed in the latest review of Aave V3 reserves.\nAave V3 Plasma:\n\nIncrease supply cap for sUSDe from 300,000,000 to 450,000,000.\n\nsUSDe (Aave V3 Plasma)\nsUSDe has reached 100.0% supply cap utilization (299,996,148 / 300,000,000) on the Aave V3 Plasma instance.\nSupply Distribution\n\nSource: LlamaRisk, June 18, 2026\nThis supply cap increase will help accommodate the users who need to deposit into sUSDe while rotating from the PT-sUSDe June 18 maturity to the new PT maturity being onboarded into Aave V3 Plasma. The top sUSDe suppliers on Plasma have a median health factor of 1.02. Borrowing is concentrated in USDT0 at $201M (75.3% of debt), followed by USDe at $65M (24.3%), with positions primarily utilizing the correlated stablecoin E-Mode (92% LT).\nRecommendation\nWe recommend raising the supply cap from 300,000,000 to 450,000,000 on Aave V3 Plasma. The reserve is at full supply cap utilization (299,996,148 / 300,000,000), and the proposed cap is approximately 1.5x current outstanding supply, landing at approximately 66.7% post-change utilization. The supplier base supplies sUSDe as E-Mode collateral against stablecoin debt, and borrowing on the reserve is disabled, so the borrow cap is unchanged.\nSpecification\n\n\n\n\nInstance\nAsset\nCurrent Supply Cap\nRecommended Supply Cap\n\n\n\n\nAave V3 Plasma\nsUSDe\n300,000,000\n450,000,000\n\n\n\nNext Steps\nWe will move forward and implement these updates via the Risk Steward process.\nDisclosure\nThis review was independently prepared by LlamaRisk, a DeFi risk service provider funded in part by the Aave DAO. LlamaRisk is not directly affiliated with the protocol(s) reviewed in this assessment and did not receive any compensation from the protocol(s) or their affiliated entities for this work.\nThe information provided should not be construed as legal, financial, tax, or professional advice.\n 1 post - 1 participant\n Read full topic",
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"caption": "PRESS RELEASE. Toronto, Canada, June 18, 2026 – Blockchain Futurist Conference has partnered with Anvil, the decentralized protocol enabling digital asset-backed credit, to introduce an easier way for companies to secure sponsorships in advance. Sponsoring a conference has always brought on a difficult choice, either commit early and hand over capital months in advance, or […]",
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"caption": "Most enterprises use a handful of different security scanners, each configured and enforced, project by project. With no single view of what scanners run where, policies drift, blind spots go undetected, and important projects could silently go unprotected. With GitLab 19.1, you can now integrate the security scanners you already use, giving a single view of your scanner coverage. GitLab enforces third-party scanners at scale across all of your projects, and the vulnerabilities they detect get remediated automatically. On the governance side, we're launching the beta of AI audit event streaming, so you can see whether your agents are acting safely.Enforce third-party scanners on every project at scaleFor most security teams, the hardest part of application security is scanner coverage. Different scanners are set up project by project, so whether a scanner runs depends on individual teams setting it up. New projects can go unnoticed and can ship for weeks before teams realize they are not scanned. When coverage depends on tribal knowledge rather than policy, code ships unscanned, vulnerabilities ship to production, and audits expose gaps.You can now enforce third-party scanners at scale across all of your GitLab projects. Any scanner that outputs SARIF runs under your policies, and the vulnerabilities identified flow into GitLab natively. Every finding lands in one vulnerability view governed by the same rules, so coverage becomes something you can prove rather than hope for.From there, third-party scanner findings run through the same GitLab Duo Agent Platform auto-remediation workflow as GitLab native scanner findings. SAST False Positive Detection triages findings to prioritize those with real risk, and Agentic SAST Vulnerability Resolution opens a ready-to-merge fix to automatically remediate findings before they go into production. Your team gets coverage it can prove with one governed view across every scanner, and automated remediation for third-party findings.Catch secrets earlier, and spend less time on false positivesSecret detection runs in your pipelines to catch leaked credentials, but teams have historically struggled with two things: missed secrets and noisy findings. On a new branch, only the latest commit gets scanned, so a secret committed earlier might ship unnoticed. The findings detected come mixed with test credentials, placeholder values, and example tokens, so developers spend time clearing noise instead of addressing real exposures.Secret detection now scans every commit on a new branch instead of only the latest one, and Secret False Positive Detection, now generally available, adds a confidence score and an explanation to each finding, shown in the vulnerability report. Your team catches secrets wherever they were introduced, and spends time reducing risk from real exposures rather than false positives.Decide what your AI agents can do, and prove itCompanies have adopted AI agents for coding. Agents open merge requests, call tools, and commit code alongside the developers they work for. However, once an agent is approved for a project, it can write, delete, and push without anyone reviewing the action first. Your company remains accountable for changes in the codebase, regardless of whether an agent makes them or a developer. Enterprises need to determine what an agent is allowed to do before it acts, and to show exactly what it did after.GitLab 19.1 closes that governance gap. With AI audit event streaming, now in beta, every action an agent takes is recorded as an audit event and streamed to your audit log destinations, with the rest of your audit trail. The release also gives you control over what agents can do on your platform. Agent tool approval guardrails, also in beta, let an administrator set each agent tool to run on its own, pause for human approval, or stay blocked, so a sensitive action like writing a file or deleting a resource waits for a team reviewer before it runs. Every approval decision is recorded as an audit event for teams to retroactively review.The result is governed autonomy. Agents can run end to end, inside the guardrails you set, and a risky action does not reach the codebase unless a person signs off on it. When an auditor or an incident responder later asks what an agent did, the answer is already in the audit trail the team runs.Governed autonomy for your agentsGitLab 19.1 puts governance around the agents in your codebase, with full security scanner coverage across every project and automatic remediation of third-party scanners. You set what each agent is allowed to do before it acts, and every action lands in your audit trail.To see what your agents can do inside the guardrails you set, and prove what they did, start a free trial of GitLab Duo Agent Platform today.",
"headline": "One vulnerability view: From scanner coverage to AI governance",
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"caption": "Enterprise AI adoption often stalls not because the technology isn't ready, but because admins can't answer the question their security team is asking: What's actually running in our environment, and who put it there?GitLab 19.1 ships event-driven triggers for Duo Flows alongside the governance controls and config validation that make running them safely possible. Together, they give enterprise teams the governance and reliability to run AI workflows continuously, without waiting for a human to pull the trigger.Run flows automatically on real GitLab eventsUntil now, every GitLab Duo Flow trigger required a human action in the GitLab UI: Mention, Assign, or Assign Reviewer. That made it more challenging to drive flows programmatically, integrate them into production pipelines, or fire them on a schedule. For teams running production workflows at scale, the limitations included: no automated conflict summaries, no compliance checks on ready-for-review MRs, and no incident creation on pipeline failure. None of these workflows were possible without someone manually initiating a flow.With triggers and new pipeline event filters, flows run every time the conditions your organization defines are met, with no manual handoff required. The AI Catalog stops being something your team uses and starts being something that works for your team, continuously, in the background, while developers focus on the work that actually requires judgment.This is where the compounding value of agentic workflows becomes real. When flows respond to events automatically, the handoff delays that slow down feedback loops today start to shrink.GitLab 19.1 includes four new event-driven triggers:Merge request code conflict detected fires the moment a conflict is detected in a merge request. That's exactly when an automated conflict summary and resolution proposals are most useful, before the developer has begun investigating the problem and before the conflict compounds. Previously, a developer would have to notice the conflict, open the MR, and manually trigger a review. Now the flow runs the moment the conflict appears.Draft to ready for review fires when a developer marks an MR ready. That's the right moment for an automated compliance review or readiness checklist to fire automatically. A flow that used to require a reviewer or team lead to manually initiate a pre-merge check now runs every time, the moment the signal arrives.Merge request approved fires when a merge request receives approval, automatically triggering post-approval steps like deployment readiness checks, compliance logging, or handoff notifications, without a human having to remember to kick them off.Work item created fires when a new work item is created. That opens up immediate triage flows, automatic label assignment, and routing logic that today requires either manual effort or brittle webhook setups outside GitLab.While Pipeline events aren't new, the ability to filter by specific pipeline states is. You can now configure a trigger to fire only on failure, only on success, or only on cancellation, rather than on every pipeline state change. That means you can create incidents on failure and promote artifacts on success without alerting on every pipeline state change.Merge conflict detected and Draft to Ready for Review are enabled by default, so teams gain value the moment they update to 19.1.A developer experience improvement is also landing in 19.1. For developers actually running those flows locally, repeated tool invocations — npm installs, file edits, multi-step refactors — used to require re-approval every time. A new pattern-based approval tier (now in beta) lets you approve all uses of a tool for the session, so the agent can iterate without interrupting you.Watch the event triggers in action:Keep unapproved AI agents and flows out of your environmentAn external agent surfacing in a namespace during a hackathon, or a team member enabling a community-contributed flow without security review, is enough to stop an enterprise trial in its tracks. For regulated organizations, unvetted AI content isn't a minor concern; it's a blocker.Two new settings give instance admins and top-level group owners direct authority over exactly what runs.Disable custom agents and flows restricts users from creating or enabling custom-built agents and flows, limiting them to foundational content.Restrict the AI catalog to your group hierarchy blocks users from enabling AI Catalog items that originate outside their namespace, including community-contributed and third-party content.Together, these settings bring AI agents and flows under the same admin oversight already governing other sensitive platform capabilities, so admins can open up broad usage without inviting agent sprawl into production.Catch flow misconfigurations before they shipEvent-driven flows that fire automatically raise the stakes on getting accurate configuration right inside an enterprise. Whether a flow is misconfigured or over-fires, it creates noise and issues across the organization.GitLab 19.1 moves validation upstream. When a user saves or updates a flow in the AI Catalog, GitLab validates the flow config against the Duo Workflow Service before persisting it. If there's a problem — a missing input, an unknown tool parameter, anything the validator catches — structured errors appear in the UI before the flow is saved. Valid flows save and trigger exactly as before.The result: Every flow in the AI Catalog is correctly configured before anyone depends on it in production. Configuration problems surface at save time, when they're cheap to fix, not in the middle of the night when a pipeline fails.Control which AI models are available to your teamAnother governance capability is available as a public beta. Admins can now configure an allowlist of approved AI models and set an organization-wide default, rather than choosing between a pinned model or unrestricted selection.This means organizations can restrict to data-residency-compliant or pre-approved providers while preserving end-user flexibility within that guardrail. This initial iteration applies to GitLab Duo Agentic Chat, with broader coverage across additional surfaces to follow soon.Build on a foundation that’s ready for productionWith these updates, flows can finally operate the way production automation is supposed to: continuously, reliably, and without waiting for someone to press a button. Admins have the governance authority to control exactly what runs in their environment, and developers get configuration feedback at the right moment instead of the worst one.Start your free trial of GitLab Duo Agent Platform or explore the documentation to dig into agents, flows, and the AI Catalog.",
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