- Trail of Bits (@trailofbits) on X
Trail of Bits post on X says it used Codex to cut the time per Linux kernel stable-branch backport from days to about 30 minutes, with 149 CVE fixes applied so far. Replies cite a table of 2,006 known CVEs without a fix in 5.10.y versus 337 in 6.18.y and raise review and queue ordering. The page gives no method detail.
x.comthreadAdded 3 Nov 2026π§ AI - The Hacker News (@TheHackersNews) on X
The Hacker News post reports a Linux kernel TCP flaw in the MPTCP code, rated CVSS 9.8. Anthropic demonstrated an exploit that runs commands as root on servers. Ubuntu and RHEL had no fixes at posting time, while Debian, Oracle and others released patches for some versions. The post gives no CVE ID or technical detail.
x.comthreadAdded 3 Nov 2026, published 2 Nov 2026π‘οΈ Security - Luke The Dev (@iamlukethedev) on X
Hermes, the Nous Research agent framework, shipped 130 merged PRs in October 2026, according to this X recap by Luke The Dev. Main items are a unified gateway runtime, a Desktop and Bot Screen, a bundles and package manager, crash-safe updates and new Claude model entries. Ten PRs cover security: an iron-proxy credential-injection egress firewall for sandboxes, 31 CVEs patched in Python and npm lockfiles, and profile-export and prompt-leak fixes.
x.comthreadAdded 2 Nov 2026π§ AI - lee1981 (@lee1981b) on X
CyberForge Weekly CVE Rundown #008 covers seven CVEs from 26 to 31 October 2026: Wasmtime/Cranelift miscompilation, Rust zip cloaking, Qode Membership account takeover, Dell PowerProtect Data Domain stack overflow, two Progress WS_FTP Server flaws and Kubeflow Pipelines log reads. Each entry gives fixed versions and defender actions. A 1 November check adds EPSS values dated 31 October and notes none of the IDs were in CISA's 30 October catalogue.
x.comthreadAdded 3 Nov 2026, published 1 Nov 2026π‘οΈ Security - Prasenjit Sarkar (@stretchcloud) on X
Campfire is a free, open-source, self-hosted tool that runs Claude Code, Codex, Goose, Aider and OpenHands side by side in one browser tab. Each agent gets its own git worktree, with permission voting (30 second timer, majority rules), session replay, cross-backend agent races and a shared semantic memory layer. Installs with bunx the-campfire. The post also compares Clawboo, Conductor, Vibe Kanban and Crystl.
x.comthreadAdded 1 Nov 2026, published 31 Oct 2026π§ AI - π¨ AI News | TestingCatalog (@testingcatalog) on X
RoboAPI is a public API from PokeBot, powered by its world-action model Poke-Aurora, that lets robot arms do new tasks from natural-language instructions with no task-specific data collection or training. A user connects a supported arm with a wrist-mounted camera, gives a task such as "clean the table", and receives the next moves in near real time. The post gives no benchmarks, supported hardware list or pricing.
x.comthreadAdded 1 Nov 2026, published 31 Oct 2026π§ AI
Buchi Reddy B (@buchireddy) on XBuchi Reddy B's X thread comments on Forever Security's research (Gal Weizman, Omer Samet) on coding agents. A web page silently writes a fake AGENTS.md or CLAUDE.md into a Downloads folder, and Codex and Claude Code follow it as project rules. Codex then wrote an attacker's MCP server into the machine-wide config, so one injection becomes a standing connection for every session. It asks whether teams inventory runtime MCP connections against approved lists.
x.comthreadAdded 28 Oct 2026, published 27 Oct 2026π‘οΈ Security- Rohan Paul (@rohanpaul_ai) on X
Hi3D v1.0 (formerly Sparc3D) is an open-sourced image-to-3D model from Hi3D, which runs a closed v3.0 refining at 2048 cubes per side. In a test with 13 professionals in 3D algorithms, 562 judgments against eight other image-to-3D models favoured it 83.5% of the time. The thread also covers the Hi3D Agent and an MCP server for other agents. Back and bottom views were checked, where TRELLIS.2 collapsed a winged figure.
x.comthreadAdded 28 Oct 2026, published 27 Oct 2026π§ AI - Prasenjit Sarkar (@stretchcloud) on X
Campfire is a self-hosted workspace by Prasenjit Sarkar that runs Claude Code, Codex, Goose, Aider and OpenHands side by side in one tab. Risky actions go through permission voting: a majority approves, any single deny blocks, and a 30 second timer ends the wait. Session replay shows which file or tool call triggered an action. The post cites Forever Security's report of a planted AGENTS.md. Codex followed it first time over 90% of the time and Claude Code about half the time. Try it with "bunx the-campfire".
x.comthreadAdded 28 Oct 2026, published 27 Oct 2026π§ AI - Prasenjit Sarkar (@stretchcloud) on X
Campfire is a self-hosted tool that runs Claude Code, Codex, Goose, Aider and OpenHands in one tab. Risky actions need permission voting (majority approves, any single deny blocks, 30 second timeout), and session replay traces which file or tool call triggered an action. The post cites Forever Security's finding that Codex followed a planted AGENTS.md instruction over 90% of the time and Claude Code about half the time. It also cites the February Cline release compromise via a poisoned GitHub Actions cache.
x.comthreadAdded 28 Oct 2026, published 27 Oct 2026π‘οΈ Security - lee1981 (@lee1981b) on X
Reply on X explaining a Bytecode Alliance advisory for Wasmtime's Cranelift compiler backend. A large or crafted Wasm function that generates enough SSA values overflows Cranelift's value-index representation, which packed indices into 24-bit fields. The fix widens them to 32 bits. The issue is not AArch64-specific, and the advisory names no required optimisation level. Guard pages do not reliably stop the resulting miscompilation and type confusion, so a sandbox escape can arise at compile time.
x.comthreadAdded 28 Oct 2026, published 26 Oct 2026π‘οΈ Security - Ricardo Arguello (@RicardoIQSource) on X
Post by RicardoIQSource on breaches of developer platforms aimed at AI provider keys. It reports OpenCode (17 October, provider keys in its Console) and Zeabur (14-15 October, 3.2M environment variable records, admin tokens stored in plaintext since January 2024) as following the Railway incident. It claims three platforms were hit in eight days and links a blog with a timeline and remediation steps.
x.comthreadAdded 29 Oct 2026, published 26 Oct 2026π‘οΈ Security
brenz. (@brenzhills) on XKrea 3 is an image generation and editing model from Krea. A post on X says its "Fast" variant scores 1125 Elo on the Artificial Analysis image editing leaderboard, against 1124 for Google's Nano Banana 2, while producing 10 images in the time Google produces 2. It also says the "Ultra" variant ranks in the top 4, behind only OpenAI models. The post gives no methodology or model details.
x.comthreadAdded 21 Oct 2026, published 20 Oct 2026π§ AI
[Draft ERC] Swarm AI Framework β registry and charter model for purpose-bound agent swarmsEthereum Magicians discussion of a draft ERC, the Swarm AI Framework. It proposes a registry and charter model in which accounts, including autonomous agents, form, bound, run and dissolve purpose-bound swarms. A hashed on-chain SwarmSpec (roles with eligibility modules, phases, decision authorities, fallback timers) is paired with an off-chain Swarm Pack charter. Two-sided signed admission (EIP-712 / ERC-1271), challenge and substitution, and minor versus material amendments are included. Phase posture is a coordinate: executed boundary and admission, plus declared payoff, topology and coordination terms from a write-once vocabulary. This lets cooperation, competition, tenders, debate, ensembles and pipelines be expressed. It integrates with ERC-8004 agent identity and ERC-8436 decision adapters. The reference implementation is a non-upgradeable registry with five eligibility modules and a task-tender adapter. The post asks reviewers specific design questions on vocabulary, amendment classes, roster snapshots and digest kinds.
ethereum-magicians.orgthreadPublished and added 18 Oct 2026π§ AI
Mikko Laakkonen (@mikkolaakkonen) on XAn X thread by Mikko Laakkonen arguing that companies should encourage staff to vibe code, then provide approved hosting, identity, secrets, deployment and monitoring. It lists 200 application checks in 17 sections, from ownership and data flow through keys, authz, coding-agent isolation, appsec, SBOM and releases to recovery, runtime AI and handover. It adds 16 EU bonus checks on GDPR, NIS2, the Cyber Resilience Act (reporting from 11 Sept 2026, main duties 11 Dec 2027), the AI Act and the Data Act. It builds on Mark Ajzenstadt's production-readiness post and links a 300-check worksheet version.
x.comthreadAdded 18 Oct 2026, published 17 Oct 2026π‘οΈ Security- berni (@bernirov) on X
A tweet promotes "alook," an open-source (Apache 2.0) GitHub project that wraps locally running coding agents β Claude Code, Codex, Cursor, OpenCode, and Pi β with a persistent identity (handle, inbox, profile) so people can message them directly through Discord-style rooms, channels, and DMs. Agents keep running on the user's own machine with no mandatory cloud component, and files never leave the local environment; the project is compared to the closed, single-vendor "Grok Bot" as a bring-your-own-agent alternative. At the time of the post it had around 1.2K GitHub stars.
x.comthreadPublished and added 8 Oct 2026π§ AI - James Berthoty (@JamesBerthoty) on X
James Berthoty argues that AI guardrails for first-party AI features should be treated as an extension of cloud/product security, not tied to employee-usage monitoring. Guardrails (prompt injection defense, content filtering, goal alignment) are available from AI security vendors, gateways, frontier providers and SDKs. He recommends deploying in-depth guardrails through developer SDKs or an existing cloud runtime/CADR provider, because those see what happens on the workload (such as a prompt injection leading to workload takeover, or the files a malicious MCP call wrote). Dedicated AI security vendors offer an integrated policy engine and deeper AI red-teaming, but they are usually run by internal IT rather than cloud/product security teams.
x.comthreadAdded 10 Oct 2026, published 8 Oct 2026π‘οΈ Security
Trail of Bits (@trailofbits) on XTrail of Bits' Circomspect, a static analyzer for Circom zero-knowledge circuits, had a false positive in its unconstrained-less-than check: compile-time constants fed into the LessThan template were wrongly flagged as unconstrained inputs. The merged PR fixes this so expressions resolvable at compile time are no longer reported, reducing noise for auditors hunting real under-constraint bugs in circuits.
x.comthreadAdded 8 Oct 2026, published 6 Oct 2026π‘οΈ Security
Dizzzank (@dank0296) on XA Twitter thread recapping a "forward-deployed engineer" (FDE) talk on AI transformation methodology: find the real process a company runs (not the one it documents) by interviewing veteran staff and embedding engineers in the system of record, then sort every step into four buckets β delete, deterministic code, agentic (judgment plus exception history), or human-in-the-loop (payment, signing, negotiation). It argues most deployed workflows don't need frontier models β benchmark each workflow against cheap tiers and open-weight models like GLM, Kimi and Qwen, plus Grok, and let evals decide β and that agents should live inside existing systems of record like Salesforce/Slack rather than requiring migration to new AI-native tools. Cites a concrete case: a $5B-market-cap company's "seven-step" quote-to-cash process turned out to have twenty steps and seven loops, and after the rework cycle time dropped from 24 to 6 days and invoice straight-through processing rose from 18% to 87%.
x.comthreadAdded 2 Oct 2026, published 1 Oct 2026π§ AI
Amada EcheverrΓa (@amadaecheverria) on XJes is an open-source real-time guardrails library for AI agents built by LangChain Ambassador Eden Marco, designed to check every step of an agent's trajectory: prompts, tool calls, tool results, skills, and final responses. It runs as LangChain middleware and uses decision models like Jev from TypeSafe AI via a TypeSafeClassifier to make pass or fail calls at each checkpoint, with docs showing a concrete middleware integration example.
x.comthreadAdded 3 Oct 2026, published 1 Oct 2026π§ AI- Samuel Zeng (@SamuelZengML) on X
Samuel Zeng announces the open-sourcing of Edge0's cross-platform app layer (iOS, macOS, Android, Windows), building on Edge0's earlier on-device 35B language model that runs in only 1-2.5GB of peak memory. The release includes app code, local model/runtime integration, model management, and build/deployment guides on GitHub; the technique keeps the full model on local storage and streams in only the experts (MoE-style) needed per step, predicting and prefetching the next experts while running storage reads in parallel with compute. A Q4 2026 roadmap promises a unified inference API across platforms plus Python, hardware-adaptive runtime, and a CUDA backend.
x.comthreadPublished and added 1 Oct 2026π§ AI - Average AI Bro (@AverageAiBro) on X
Claude Code added a `claude --desktop` command that opens the Desktop app on the current directory or a resumed/continued session, plus `claude plugin configure` to view a plugin's options. Bundled .mcpb MCP servers can now have their settings set at `plugin install --config` time so they start immediately without a manual Configure step. The post also notes CLAUDE_CODE_DISABLE_WEB_FETCH to disable WebFetch and an allowedProviders setting to restrict which API providers a managed machine can use.
x.comthreadPublished and added 30 Sep 2026π§ AI
Avery (@Avery186609) on XA tweet reports NVIDIA's release of an open-source 3B-parameter vision-language model specialized for real-time visual grounding, using parallel box decoding and trained on 138M queries with 785M bounding boxes. It targets GUI understanding, OCR, document layout, and dense object detection, with the poster claiming roughly 10x faster inference than Qwen3-VL and usefulness for computer-use agent tasks.
x.comthreadPublished and added 30 Sep 2026π§ AI
ERC-8427: Portable Spend GrantsERC-8427 'Portable Spend Grants' is a draft Ethereum standard defining a signed SpendGrant object that lets a principal authorize a delegate (e.g. an AI agent or session key) to spend up to specified per-call, trailing-24h, and lifetime caps of named assets, to a restricted set of recipients, within a validity window β solving problems that plain ERC-20 approve and midnight-resetting daily caps don't. A non-custodial registry tracks remaining usage and revocation while an immutable executor contract must call consume() in the same transaction as any transfer, so unauthorized value movement is provably blocked; the reference implementation is deployed on Arc testnet with formal verification (Halmos) of expiry, cap, revocation and executor-binding invariants plus fuzzing of the rolling-window logic. The thread also discusses interplay with ERC-7710/7715 delegation/permission RPCs, ERC-8226's regulated grants, and ERC-8312's usage-tracking pattern, and solicits feedback on EIP-7702 signer/delegation ordering and executor-vs-delegate binding in consume().
ethereum-magicians.orgthreadAdded 29 Sep 2026, published 25 Sep 2026π‘οΈ Security
EIP-8425: Quantum Freeze and Account RecoveryA detailed reply on the Ethereum Magicians forum thread for EIP-8425 ("Quantum Freeze and Account Recovery"), which specifies how Ethereum accounts should transition authority when their legacy ECDSA key could be broken by a quantum adversary. The author formalizes a FROZEN/CLAIMED/RESOLVED-CONTESTED-UNRESOLVED/SUCCESSOR recovery state machine, replay-resistant claim hashes bound to a per-account recoveryEpoch, and two core invariants preventing a compromised ECDSA key from unilaterally establishing successor authority, closing an attack case where a quantum adversary obtains the key before the protocol's SAFE_RECOVERY_TIME cutoff. It also references related EIPs on signature-algorithm agility (EIP-7932) and PQ/STARK signature aggregation (EIP-8288).
ethereum-magicians.orgthreadAdded 29 Sep 2026, published 24 Sep 2026π‘οΈ Security
Standard for "transferable to arbitrary addresses" on tokenized RWAs? (locked v4 pools quoted in tokenized stocks)An Ethereum Magicians forum thread dissects a novel rug/bricking vector emerging from a launchpad (sender.family) that locks 100% of token supply forever into a single one-sided Uniswap v4 position, where the quote asset can be a KYC-gated tokenized stock (Ondo's NVDA/TSLA/AAPL tokens) rather than ETH or a stablecoin. Because Uniswap v4 routes all pool balances through a shared PoolManager singleton and pays swap/fee output to arbitrary addresses, the RWA issuer must permanently allowlist the PoolManager and any counterparty; if the issuer later tightens its transfer-registry rules, the permanently locked pool becomes irrecoverable with funds stuck inside. The author notes the launchpad's current mitigation is only an empirical point-in-time transfer test (moving a balance between two addresses) against an asset with an admin-controlled, stateful ERC-3643 canTransfer function, and asks whether there's any way to verify "transferable to arbitrary addresses" onchain before pool creation, and whether permanent lockers should categorically refuse upgradeable/pausable quote assets.
ethereum-magicians.orgthreadAdded 29 Sep 2026, published 24 Sep 2026π‘οΈ Security- Intelligence Cyber Digest
A Twitter thread reports that ZDI's Pwn2Own Berlin 2026 rejected dozens of working zero-day RCE submissions for the first time in 19 years due to running out of contest slots, prompting researchers to publicly disclose their exploit chains instead. Named cases include a researcher with 86 vulnerabilities across PyTorch, NVIDIA, Linux KVM, Oracle, Docker, Ollama, Chroma, LiteLLM, and llama.cpp now reporting directly to vendors, a full-chain Firefox RCE on Windows publicly demoed after rejection, a Claude Code RCE PoC, and 0-day RCEs in Ollama and LM Studio. The event still runs May 14-16, 2026 in Berlin with an estimated 150+ researchers having tried to register.
x.comthreadAdded 3 Sep 2026, published 12 May 2026π‘οΈ Security