109 results for “INE”

Drex for Finance is a multimodal decision model from Nace AI, post-trained for sub-second financial decisions such as card-payment fraud checks. It takes a document or transaction log plus a fixed set of answers and returns a probability for each. On 3,361 decisions from 48 held-out finance benchmarks it scored 85.7%, against 70.9% for GPT-6 Luna and 77.7% for Drex Max v1.1. It is available on the Nace Console.

x.comthreadAdded 3 Nov 2026, published 2 Nov 2026🧠 AI

Nemotron 3.5 Bolt E4B is an NVIDIA open-weights model with 8B total and 4B active parameters, built on Gemma 4 E4B and post-trained with NeMo RL and NeMo Gym. It targets local agents in about 4GB of GPU memory, with 64K context, 35 languages, multi-step tool calling and configurable reasoning. NVIDIA's llama.cpp tests show 133.4 tokens/sec on an RTX 5070 and 15.5 on a Jetson Orin Nano. Benchmarks are NVIDIA's own.

x.comthreadAdded 3 Nov 2026, published 2 Nov 2026🧠 AI

A reply by Smarthouse (@localyzapp) on X to a question about the best harness for connecting local models to a Minecraft server. It suggests an MCP server that wraps RCON plus a small agent loop. The main pitfall is block coordinates: expose "/execute if block" as a read tool so the agent can check blocks before placing them, or it will hallucinate terrain.

x.comthreadAdded 2 Nov 2026, published 1 Nov 2026🧠 AI

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 2026🛡️ Security

CyberForge "CVE of the Day" #092 covers CVE-2026-118759 in Kubeflow Pipelines. The post says a run-log request must carry permission, not just a run ID: knowing the identifier does not authorize reading that workload's output. It points to Kubeflow's advisory, but the fetched text is cut off before any affected versions, fix or exploit details.

x.comthreadAdded 3 Nov 2026, published 31 Oct 2026🛡️ Security

ERC draft "Independent Simulation Result" (STVA) defines a canonical, content-addressed SimulationResult (success, gasUsed, returnData, stateDiffHash, logsHash, snapshotId, resultHash) that any wallet, hardware device or verifier can recompute from the same VerificationPayload and state snapshot. It targets compromised-frontend and UI/calldata-mismatch attacks, and defines Basic, Standard and Strict compliance levels. Open questions are stateDiff encoding, prestate proofs and binding to capability tokens.

ethresear.chthreadPublished and added 30 Oct 2026🛡️ Security

Thread by Elvis Saravia (omarsar0) summarising an Anthropic-led paper on pretraining data poisoning of CLI agents. Poisoning 0.1% of pretraining data planted a remote code execution backdoor in Qwen3 models (0.6B, 1.7B, 4B) trained from scratch. It survived SFT, DPO and RL, and fired on about 92% of triggered prompts at 4B. At a 0.0005% poison rate (about 2,500 documents) it still fired on 1.4% of prompts.

x.comthreadAdded 31 Oct 2026, published 30 Oct 2026🛡️ Security

Trail of Bits post on X summarising Binance's initial investigation into a security incident. Binance suggests a compromised DevOps engineer's laptop let an attacker reach a service container and submit unauthorized withdrawal transactions. The text says no evidence has been found of wallet private key compromise. The fetched text is truncated and gives no further detail.

x.comthreadPublished and added 30 Oct 2026🛡️ Security

Artificial Analysis launched an HLE-Diamond leaderboard in v5 of its Intelligence Index, covering the refined 1,000-question Humanity's Last Exam from CAIS and Scale AI. Each question runs once without tools, graded by GPT-5.6 Luna (medium) as pass@1. Gemini 4 Carbon (high) leads at 69%, Claude Opus 5.5 (max) scores 68%, and the top open weights model, Kimi K3.1 Pro, reaches 37%.

x.comthreadPublished and added 30 Oct 2026🧠 AI

A thread on Cloudflare's agent-readiness scan and the AgentReady.org open spec for "Agent Experience", developed with Vercel, Stripe, Auth0, Mintlify, Google, Netlify and Elementor. The scan grades whether agents can find a site (robots.txt, DNS), read clean Markdown, pass bot rules, and discover an MCP server or API catalog. One quoted example raised a score from 20 to 67 by shipping an API catalog with Link headers, an MCP server card, a skills index and an AI catalog file.

x.comthreadAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

SGLang announces Day-0 support for Mistral Large 4 ("Le Chonk"), saying it is the first engine to serve the model on NVIDIA Vera Rubin. The post describes the model as Mistral's largest to date: a natively multimodal 1T-parameter mixture-of-experts model covering instruct, reasoning, coding and agentic workflows. The fetched text is truncated, so benchmark claims and launch commands are not visible.

x.comthreadAdded 30 Oct 2026, published 29 Oct 2026🧠 AI

A post by TENSAEng describing a workflow for staying within coding-tool usage limits. ChatGPT chat sits outside those limits, while Claude and Grok chats share a pool with Claude Code, Codex and Grok Build. Architecture, file layout, step order and acceptance checks are planned in ChatGPT and saved as repo docs. Claude Code or Codex then implements one small chunk per fresh session.

x.comthreadAdded 29 Oct 2026, published 28 Oct 2026🧠 AI

JFrog Security announces research on CVE-2026-102479 in Vert.x, which skips validating the letter 'L' in header names and so accepts `Content-Xength` as `Content-Length`. JFrog Research chained this with a dangling-byte primitive to bypass reverse proxy socket validation. They demonstrate end-to-end response poisoning and session fixation behind real reverse proxies. The post links to a full writeup; the tweet itself gives no exploit detail.

x.comthreadAdded 30 Oct 2026, published 28 Oct 2026🛡️ Security

Thread on CVE-2026-97631, a critical (9.5) flaw in TianoCore EDK II UEFI firmware, found by Alex Matrosov and Dan Holmes-Mitra. It is exploitable only while a machine is PXE network booting and the attacker sends an oversized ICMP error from the same network. Code execution also needs the exact firmware build, and Secure Boot does not help. The fix landed in EDK II main on 15 October but is not in a stable release. No known exploitation, and not in CISA KEV.

x.comthreadAdded 30 Oct 2026, published 28 Oct 2026🛡️ Security

A practical reverse-engineering map by hakimieiqbal on X that picks tools by target: native binaries, .NET, Electron, iOS, firmware, WebAssembly and network protocols. It introduces REA (morluto/rea), which connects coding agents to RE tools, and lists MCP bridges for IDA Pro, Ghidra and radare2. It adds an evidence-first workflow and free courses such as pwn.college and OpenSecurityTraining2.

x.comthreadAdded 29 Oct 2026, published 28 Oct 2026🛡️ Security

A thread by Hakimi Eiqbal that maps reverse-engineering tools by target type: native binaries, Electron, .NET, iOS, firmware, WebAssembly and network protocols. Its AI sections cover REA (an open-source layer connecting coding agents to analysis tools) and MCP bridges for IDA Pro, Ghidra and radare2. It argues for an evidence-first workflow and gives a prompt that separates verified facts from hypotheses.

x.comthreadAdded 29 Oct 2026, published 28 Oct 2026🧠 AI

Thread by Kizuno18 on the move from local stdio/Docker Model Context Protocol servers to remote HTTP/SSE endpoints in enterprise infrastructure. It names three trade-offs: credential boundary inversion (short-lived OAuth/JWT tokens instead of long-lived admin tokens on workstations), tool schema bloat solved by deferred discovery, and governance via HCP Terraform policy-as-code (Sentinel/OPA), audit trails and approvals. It is opinion, with no data or implementation detail.

x.comthreadAdded 29 Oct 2026, published 27 Oct 2026🛡️ Security

Kizuno18's X post argues that the move from local stdio and Docker MCP servers to remote HTTP/SSE endpoints matures the Model Context Protocol in enterprise infrastructure. It lists three trade-offs: short-lived OAuth/JWT bearer tokens replace mounted admin credentials, deferred tool discovery avoids roughly 20k tokens of eager schema loading, and HCP Terraform enforces Sentinel/OPA policy, audit trails and approvals server-side. Opinion post with no benchmarks or code.

x.comthreadAdded 29 Oct 2026, published 27 Oct 2026🧠 AI

Buchi 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 2026🛡️ Security

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 2026🛡️ Security

Thread on Forever Security's finding that a planted Markdown "Engineering Work Guidelines" file in ~/Downloads made Codex add a "project-tools" MCP server to ~/.codex/config.toml. The server ran npm install function-color, a known malicious package, and started a child session with --dangerously-bypass-approvals-and-sandbox. Codex complied in over 90% of the firm's tests; Claude Code, via a CLAUDE.md setting ANTHROPIC_BASE_URL, about half. Advice: don't start agents in Downloads, review instruction files, and diff agent config.

x.comthreadAdded 27 Oct 2026, published 26 Oct 2026🛡️ Security

TechNadu's post reports a hacker's claim of leaking 6 million records linked to CONAPE, the Dominican Republic's pension body. The alleged dataset includes national IDs, addresses, medical details and pension records. TechNadu notes that neither the records nor their link to CONAPE has been independently verified. The post gives no technical details on how the data was obtained.

x.comthreadAdded 27 Oct 2026, published 26 Oct 2026🛡️ Security

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 2026🛡️ Security

SemiAnalysis claims AMD chips running vLLM can earn up to $3 per chip-hour in profit serving the open-source Kimi K3 model, even after higher chip rental prices following Claude Code's rise. Kimi K3 has over 2.8 trillion parameters and fits AMD's 288GB per chip, while B200 cannot hold it in one server. B200 must then use tensor or pipeline parallelism over 400Gbit/s InfiniBand or Ethernet, which SemiAnalysis says is 18x slower than NVLink. The post gives no methodology.

x.comthreadAdded 26 Oct 2026, published 25 Oct 2026🧠 AI

Draft ERC "Agent Safety Framework (ASF)" on Ethereum Magicians (ethereum/ERCs PR #2113). It defines versioned, content-addressed Safety Specifications and on-chain Safety Bindings. A binding records which adopter accepted which pinned spec version for a subject and scope, with named interveners who can suspend, resume or terminate. A pure-registry check() returns Satisfied, NotSatisfied or Unknown, and Unknown never counts as satisfied. Reference consumers ASFGuardedAccount and ASFTaskTenderAdapter come with 73 tests, 47 of them negative.

ethereum-magicians.orgthreadPublished and added 25 Oct 2026🛡️ Security

Agent Safety Framework (ASF) is a draft ERC on Ethereum Magicians that defines two on-chain objects: a versioned, content-addressed Safety Specification and a Safety Binding, in which an adopter pins one spec version for a subject and scope. A registry check() returns Satisfied, NotSatisfied or Unknown. Bindings support derived delegation, and suspensions come in five graded restrictions. Reference consumers are ASFGuardedAccount and ASFTaskTenderAdapter, with 73 tests, 47 of them negative.

ethereum-magicians.orgthreadPublished and added 25 Oct 2026🧠 AI

ERC-8468 (Agent Safety Framework, ASF) is a draft Ethereum standard, now at revision 6, for recording which participants accepted which safety requirements for an AI agent, in which version, enforced where, and whether that acceptance is in force now. It defines a versioned Safety Specification, an on-chain Safety Binding with interveners holding suspend, resume and terminate rights, and a check() that returns Satisfied, NotSatisfied or Unknown. The reference guarded account and task-tender adapter passed 90 tests (64 negative) and a Sepolia run of 36 transactions.

ethereum-magicians.orgthreadAdded 27 Oct 2026, published 25 Oct 2026🛡️ Security

Agent Safety Framework (ASF) is a draft ERC (ethereum/ERCs pull request #2113) for an on-chain registry that records which participants adopted which versioned safety specification, for what subject and scope, and where it is enforced. It defines two objects (Safety Specification, Safety Binding) and a registry check returning Satisfied, NotSatisfied or Unknown. Two reference consumers and 73 tests (47 negative) are reported, and the post asks the community four design questions.

ethereum-magicians.orgthreadPublished and added 25 Oct 2026🧠 AI

Post explaining Claude's new support for MCP Tasks and Elicitations. A server returns a durable task handle instead of blocking. The client polls tasks/get every 250 ms to 30 s, and states are working, input_required, completed, failed or cancelled. Elicitations pause a task at input_required for human approval. It also notes Cloudflare's stateless MCP servers and Code Mode, and Sentry and Linear adoption.

x.comthreadAdded 25 Oct 2026, published 24 Oct 2026🧠 AI

Kimi K3.1 Pro is a new model from Moonshot AI. According to a post by hajra, Artificial Analysis ranks it 4th in the world, 3 points behind Claude Opus 5.5. The API price is down by a third, and full open weights are promised by 4 November. The post gives no benchmark breakdown, licence or architecture details.

x.comthreadPublished and added 24 Oct 2026🧠 AI

leanrea is an 8 KB skill file that tells a coding agent which plain CLI tools to use for reverse engineering, replacing REA, a 207-tool MCP server. In the author's test it ran 38% faster and 35% cheaper, scoring 74/75 against 75/75. The author lists caveats: 3 runs per task, one model, one machine, and Claude with no skill was already decent.

x.comthreadAdded 25 Oct 2026, published 23 Oct 2026🧠 AI

leanrea is an 8 KB skill file that tells a coding agent which plain CLI tools to use for reverse engineering, replacing the 207-tool REA MCP server. The author's test reports 38% faster, 35% cheaper, and a score of 74/75 against REA's 75/75. Caveats listed: 3 runs per task, one model, one machine, and Claude with no skill already performed decently. Replies question whether the lost point was a task where structured tool output beat parsing CLI text.

x.comthreadAdded 25 Oct 2026, published 23 Oct 2026🛡️ Security

Daily Vibe Casting thread of 24-hour tech news, with item 5/10 on Cloudflare's agent security audit skill. The skill works across models and agent harnesses, including free models, and outputs machine-readable reports. It calls for sandboxing, proof of real impact and independent checks. The thread also covers GitLab CVE-2026-110264 (CVSS 10.0, unauthenticated RCE), two AI-found PHP RCE flaws, and a Railway secret-theft warning.

x.comthreadAdded 24 Oct 2026, published 22 Oct 2026🛡️ Security

ns2jb is a software-only jailbreak for the Nintendo Switch 2 running firmware 23.0.1, announced in a post on X. It runs arbitrary native code, allows save dumping, reverse engineering and game modding, and reaches most peripherals via MMIO. It is tethered (rerun after reboot) and gives no CFW or full kernel control. The post says Mario Kart World has been modded with custom characters. It gives no technical detail on the exploit chain.

x.comthreadAdded 24 Oct 2026, published 22 Oct 2026🛡️ Security

Post on the LiteLLM 1.107.0 PyPI compromise published 21 October 2026 and quarantined about 1 hour 43 minutes later. A malicious .pth file ran at Python startup and stole cloud credentials, private keys, browser data and AI tool auth files, then POSTed a tarball to an attacker endpoint. The author says attackers used stolen GitHub CLI OAuth tokens to push a trojanized commit chain and build official wheels. It lists five defenses: hash-pinned lockfiles, per-tool capped keys, release cooling periods, secret isolation and egress monitoring.

x.comthreadAdded 23 Oct 2026, published 22 Oct 2026🛡️ Security

ERC-TBA: Agent Income Statements is a draft Ethereum standard, a profile of the ERC-8004 Reputation Registry. A writer posts chained statements of what an agent's agentWallet received in one asset, with each incoming transfer a Merkle leaf, so lenders and buyers can verify earnings from x402 payments. Windows are cut at owner or wallet changes, and the post asks about statement grain, the MetadataSet requirement and who may write. The reference implementation is unaudited.

ethereum-magicians.orgthreadPublished and added 22 Oct 2026🧠 AI

Post describing a LiteLLM 1.107.0 PyPI compromise in which attackers used stolen GitHub CLI OAuth tokens from three engineers to trigger and approve the project-releaser workflow, producing eight malicious wheels and a tampered tarball. The wheels drop cook.pth, which runs at Python startup, and privcollect steals cloud tokens, keys, browser data, AI configs and LiteLLM proxy credentials, exfiltrating to litellm[.]dev/healthcheck. A second daemon polls a GitHub domain.txt hourly for new domains to fetch and execute. PyPI yanked the package the same day. The post is a single unsourced tweet.

x.comthreadPublished and added 22 Oct 2026🛡️ Security

XiaoZhi ESP32 is an open-source, MIT-licensed firmware stack that turns ESP32 boards into MCP-based voice chatbots using models such as Qwen and DeepSeek. It streams Opus audio over WebSocket or MQTT + UDP through ASR, LLM and TTS, adds offline ESP-SR wake words, and uses device-side MCP to drive speakers, LEDs, servos and GPIO. It supports 138 board directories and builds with ESP-IDF 6.0.1 or newer.

x.comthreadAdded 23 Oct 2026, published 21 Oct 2026🧠 AI

Trail of Bits post on two unpatched critical PHP bugs that were exploited within 17 hours of details leaking. Cloudflare began blocking attacks and Patchstack reported active exploitation. The bug was reported 11 August and fixed 71 days later, with a patch touching 402 files and over 11,000 lines. Trail of Bits announces two open-source plugins, patching-bugs and regression-hunt, from its Patch the Planet work.

x.comthreadAdded 23 Oct 2026, published 21 Oct 2026🛡️ Security

Flint is the first model from Recursive SI, a fast local coding model with open weights released the same day. It was built with the company's automated research system, the Eureka Machine. The post claims up to 2x faster speed than comparable models: 125+ tokens/sec on a MacBook Pro and 150+ on RTX Spark. The captured text is truncated and gives no benchmarks or model size.

x.comthreadAdded 22 Oct 2026, published 21 Oct 2026🧠 AI

SemiAnalysis thread arguing that vLLM with Wide-EP and EPLB can reproduce DeepSeek's serving performance. It reports decode throughput within 6% of DeepSeek's DeepInfer release and about $39 per GPU-hour revenue at DeepSeek's off-peak pricing, at 200 P90 TPS on the AgentX workload. It explains why DeepInfer is not on InferenceX: the release supports only offline, single-turn inference. It also estimates GB300 profit at OpenRouter prices.

x.comthreadAdded 22 Oct 2026, published 21 Oct 2026🧠 AI

LiteLLM 1.107.0 on PyPI shipped malware in all 7 wheels, the package's second supply-chain attack this year. It steals SSH keys, cloud credentials, browser passwords, AI tool configs and API keys, and installs a backdoor that polls for commands hourly. The GitHub source is clean, so a hijacked build or publish step is suspected. PyPI quarantined the release, but Aikido says the Docker image litellm/litellm:1.107.0 was still live. Indicators are cook.pth, cook.py and sitecustomize.py in site-packages. The advice is to rotate reachable keys and pin 1.106.2.

x.comthreadAdded 23 Oct 2026, published 21 Oct 2026🛡️ Security

Post from 0xocdsec announcing a deep-dive on CVE-2026-106173 in Fortinet FortiSIEM. The flaw is an arbitrary file write in a gRPC service that leads to remote code execution. The author says this is the fourth year in a row they have researched FortiSIEM. The post itself gives no technical detail and links to the full analysis.

x.comthreadAdded 21 Oct 2026, published 20 Oct 2026🛡️ Security

DFIR_Radar weekly detection engineering digest covering 23 new and 19 updated rules across 6 GitHub repositories. It lists KQL rules for Azure Key Vault secret retrieval, MCP client User-Agent bulk operations and local Azure token theft, AWS CloudTrail analytics, Sigma rules for firewall and ETW tampering (decimal 17 vs hex 0x11), updated LOLDrivers hashes, and Sublime email rules for OAuth consent phishing and fake IRS W-9 PDFs.

x.comthreadAdded 20 Oct 2026, published 19 Oct 2026🛡️ Security

Summary of Pillar Security research on opencode, in which a malicious remote MCP server runs code on a Windows or WSL machine during the OAuth login step. The login URL goes unsanitised into PowerShell through the npm "open" package, so an https:// link containing $(...) executes. Affected versions are 1.0.137 to 1.18.32, fixed in 1.18.33 (28 September) as a "refactor" with no advisory or CVE. The behaviour was first reported in 2020 as a WSL 2 broken-link bug.

x.comthreadAdded 21 Oct 2026, published 19 Oct 2026🛡️ Security

A DarkWebInformer post on an actor called "Zerrix" advertising a VirusTotal Enterprise API key for sale. The seller claims 3 million requests per month, Retrohunt Tier 3 (YARA search over historical samples), Google Threat Intelligence and Mandiant access, sample downloads and private scanning, valid until 12 March 2028. How the key was obtained is not stated, and the post says its authenticity is unverified.

x.comthreadAdded 19 Oct 2026, published 18 Oct 2026🛡️ Security

Ethereum 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 2026🧠 AI

Post warning that FastMCP had a critical flaw where a malicious MCP server could execute code on the connecting client through a crafted tool schema. Fixed in FastMCP 3.4.8 and 4.0.11, and there is no patch for the 2.x line. It matters to anyone whose agents connect to MCP servers they don't control. The post gives no CVE ID or technical root cause.

x.comthreadAdded 18 Oct 2026, published 17 Oct 2026🛡️ Security

An 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 2026🛡️ Security

DeepSeek announces DeepSeek-V4.1-Flash-1017, claiming stronger benchmarks, faster task completion and shorter outputs than the previous version, live on its website, app and API. It is optimized for DeepSeek Harness (v0.2.1-rc.1 or later), Tencent CodeBuddy and WorkBuddy, and uses reinforcement learning with self-feedback to improve end-to-end project development, from game creation to 3D modeling. The thread also opens the Search & Fetch APIs to everyone, backed by DeepSeek's in-house search engine at $0.75 per 1,000 calls per endpoint, available as server-side tools.

x.comthreadAdded 18 Oct 2026, published 17 Oct 2026🧠 AI

REA (github.com/morluto/rea) is an open-source tool that lets an agent such as Claude Code run reverse-engineering tools (Ghidra, IDA, JADX) on a local machine and return findings with evidence. Targets named are desktop apps, compiled programs and games, Android apps, website network traffic, and firmware or binaries. The post claims a DX Ball sound function was rebuilt to byte-identical code. Setup is `npx rea-agents setup`, and the author says to use it only on software you own or may analyze.

x.comthreadAdded 19 Oct 2026, published 17 Oct 2026🛡️ Security

REA (repo github.com/morluto/rea) is an open-source tool that lets a coding agent such as Claude Code do reverse engineering. The agent gets an app and a question, REA picks Ghidra, IDA or JADX, runs it locally and returns findings with evidence. Targets include desktop apps, compiled programs and games, Android apps, web traffic and firmware. Setup is `npx rea-agents setup`. The tweet's author claims it rebuilt a DX Ball sound function that compiles to identical code.

x.comthreadAdded 19 Oct 2026, published 17 Oct 2026🧠 AI

A X thread benchmarking Qwen3.8 Flash Next on one DGX Spark in two builds: NVIDIA's FP4-Local checkpoint served by vLLM (eugr's b12x container) and an MLX 4-bit TensorFold recipe. The NVIDIA build scores higher on the author's agentic benchmark (81.2 vs 75.0), BFCL tool calling (82.4 vs 71.8 single-turn, 54.5 vs 43.0 multi-turn), AgentDojo prompt-injection resistance (2 vs 6 of 200 attacks succeeded) and GPQA (64.6 vs 59.1). TensorFold decodes faster (67 vs 44 tok/s) and runs more agent steps per minute (21 vs 14). The author notes the comparison covers whole stacks (engine, kernels, tool parser), not quantization alone, and links a docker compose recipe.

x.comthreadAdded 17 Oct 2026, published 16 Oct 2026🧠 AI

Social post describing CVE-2026-97229, a CVSS 10 unauthenticated RCE in GitLab CE/EE. A crafted .gitlab-ci.yml with a UTF-8 path passes validation under US-ASCII, then is recompiled by the Onigmo regex engine, where an integer wraps at INT_MAX. That gives attacker-controlled VM ops and system() execution as the git user. The chain is to push a payload to a public project, then call unauthenticated GET /api/v4/projects/:id/ci/lint. It links a Rapid7 PoC and writeup and lists fixed self-managed versions 19.2.8, 19.3.5 and 19.4.2. GitLab.com is already patched.

x.comthreadAdded 17 Oct 2026, published 16 Oct 2026🛡️ Security

Sentdex reacts to Artificial Analysis ranking NVIDIA's Nemotron 3.5 Super VL (120B total, 12B active MoE) as the top US open-weights model, scoring 26 on the Intelligence Index. That edges out Thinking Machines' Inkling Small (26), NVIDIA's Nemotron 3 Ultra (23) and Meta's Muse Glimmer (17). Sentdex's informal tests at vanilla settings show over 550 tok/sec, and they suspect it would rank higher on agentic coding. They see it as a candidate for a fast local coding agent model.

x.comthreadAdded 16 Oct 2026, published 15 Oct 2026🧠 AI

Announcement of hexvero, an MCP server that gives coding agents a static first look at binaries and app bundles across 18 formats (ELF, PE, Mach-O, APK, .NET, Go, Wasm, Electron, SQLite). It uses zero-dependency Node parsers and marks each finding confirmed or inferred with file and line. Its tool catalog is 3,043 tokens, against a claimed 509,696 for the established reverse-engineering MCP server. Paged output with a byte budget shrinks a 541 MB Electron app to a 15 KB result, 1.3 MB of JSON to 7.9 KB, and a 450 KB build diff to 1.2 KB. radare2, rizin or Ghidra plug in for disassembly, and `npx hexvero setup --apply` registers it with Claude Code, Cursor, Codex and 15 more clients. It is a concrete example of keeping MCP tool definitions and results small enough for an agent's context window.

x.comthreadAdded 15 Oct 2026, published 14 Oct 2026🧠 AI

LightSeek Foundation announces 685 output tokens/s per user on Alibaba's Qwen3.8-Flash-Next. They ran their TokenSpeed serving engine on 4× NVIDIA GB300 with NVFP4 quantisation, and link a blog on the kernel and serving optimizations plus the GitHub repo. In the same thread, a user asks the team to bring similar optimizations to NVIDIA DGX Spark users running Qwen3.8-27B on vLLM, and to the upcoming Qwen4-27B. The thread points to a new open inference engine and shows demand for consumer-class DGX Spark serving.

x.comthreadPublished and added 14 Oct 2026🧠 AI

Have I Been Pwned post announcing the Sharecare breach, tied to an August ShinyHunters extortion campaign. It allegedly exposed 318k email addresses, mostly business contacts, plus some Brazilian health plan member data. 73% of the addresses were already in HIBP. This adds another health-sector victim to the ShinyHunters extortion record. The business contact data is likely to be reused for phishing.

x.comthreadAdded 15 Oct 2026, published 12 Oct 2026🛡️ Security

Social thread reacting to a newly disclosed high-severity OAuth vulnerability in the Model Context Protocol Python SDK, where a malicious MCP server could manipulate the authorization flow and steal credentials used by an agent. The author uses it to argue that delegated agent authority needs provenance (who granted it, to which agent, for which service and resource, whether it is transferable or replayable, and when it expires) and that machine-to-machine trust must be auditable by humans. Gives no CVE ID or technical exploit detail.

x.comthreadAdded 13 Oct 2026, published 12 Oct 2026🛡️ Security

A researcher announces a zero-click indirect prompt injection RCE in REA (Reverse Engineering Assistant), an MCP tool. Analyzing a malicious web target silently exfiltrates AWS keys, GitHub tokens and SSH identities. The stated root cause is that process.env is passed unconditionally to child processes, so the full environment is exposed to attacker-driven commands. A full writeup is promised but not yet published; replies add unverified skepticism about the project's provenance.

x.comthreadAdded 13 Oct 2026, published 12 Oct 2026🛡️ Security