@so_sthbryan: signal 59/100
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#17 of 190 accounts read, fewer needle hits than 89% of them. The leaderboard
Most of these 20 posts are about other people's work. With most of them about what @so_sthbryan builds, measures or lives, this account joins Find, where people look for builders worth following. The next reading counts the newest posts.
Bryan, the last 20 posts, read by six needles. A reading of the words, not a verdict on the person, and not a prediction of reach.
Every post, ranked
Best to weakest by overall signal. Pick a needle to rank the posts by that needle alone.
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1 of 20 Strongest post
33views1likes0reposts0replies
Jaybase: append-only fact store for AI agents doing critical work. Agents add JSON facts, but the API cannot rewrite or delete history. Every write is attributed, encrypted, and replayable. Built on Merkle DAGs (same tech as git). If an agent messes up, replay and audit exactly what happened.
signalVague3%Nothing new34%Secondhand22%Nothing to use21%Bait or brag8%Hype9% -
2 of 20 8views0likes0reposts0replies
Show HN: PromptSpend — LLM API prices re-checked daily, with source per price. A simple tool that tracks what LLM providers are actually charging, updated daily with citations.
signalVague6%Nothing new46%Secondhand7%Nothing to use30%Bait or brag12%Hype4% -
3 of 20 48views1likes0reposts0replies
agnostic-AI gives you one setup that works with every AI CLI tool. A single .ai/ folder with a modular plugin system — install only what you need, and it works across Claude Code, Codex, Gemini, and others. GitHub: betagouv/agnostic-ai
signalVague3%Nothing new38%Secondhand31%Nothing to use26%Bait or brag12%Hype41% -
4 of 20 6views0likes0reposts0replies
Show HN: Psychosis Guard — safety monitoring for long LLM conversations. As conversations get longer, the risk of the model drifting into harmful or delusional territory increases. This tool monitors for that and intervenes. GitHub: nwjang/psychosis-guard
signalVague6%Nothing new59%Secondhand12%Nothing to use41%Bait or brag9%Hype7% -
5 of 20 11views0likes0reposts0replies
Show HN: ReWeaver AI DriftDetector — score a GitHub repo's production readiness. Analyzes a repo and scores it on how production-ready it is, flagging drift from best practices over time.
signalVague12%Nothing new54%Secondhand18%Nothing to use53%Bait or brag12%Hype8% -
6 of 20 13views1likes0reposts1replies
Kclaw is a K8s-based, IT-managed, multi-tenant AI assistant platform for teams. Runs on Kubernetes, managed by IT, designed for multiple teams with different access controls and configurations. GitHub: info-struct/kclaw
signalVague3%Nothing new45%Secondhand45%Nothing to use48%Bait or brag6%Hype4% -
7 of 20 36views0likes0reposts1replies
Spotify open-sourced Portal AI Plugins for Claude Code, Codex, Cursor. Search your software catalog, generate service briefings, run diagnostics, invoke approved actions — all from your coding agent. Also ships shunt: routes I/O-heavy work to cheaper worker models.
signalVague3%Nothing new31%Secondhand76%Nothing to use32%Bait or brag10%Hype10% -
8 of 20 18views1likes0reposts1replies
Watch AI agents actually work in a pixel-art world. starnet is a living pixel-art station where real AI agents do real work: - Local-first desktop agent harness - Bring your own key - Watch your crew run in real time Your agents, visualized.
signalVague7%Nothing new51%Secondhand29%Nothing to use56%Bait or brag19%Hype29% -
9 of 20 81views2likes0reposts0replies
WordPress admins: update now. CVE-2026-87902 is a critical unauthenticated path traversal with CVSS 9.2. Attackers moved from recon to actively exploiting it — writing malicious PHP files to disk — less than five hours after the 7.1.2 patch dropped. Backported to all branches down to 4.7.
signalVague1%Nothing new39%Secondhand94%Nothing to use19%Bait or brag8%Hype11% -
10 of 20 41views0likes0reposts0replies
Your AI coding agents need a control plane. zeron is a native control plane for Claude Code, Codex, Cursor, Devin and other coding agents: - One layer across all your agents - Native Rust implementation - Drop-in for existing workflows The control plane for your entire agent fleet.
signalVague4%Nothing new56%Secondhand46%Nothing to use56%Bait or brag12%Hype58% -
11 of 20 9views0likes0reposts0replies
Roundcube webmail flaw is being weaponized now. Attackers are exploiting a critical Roundcube vulnerability in active campaigns: - Code injection via crafted input - Patched in May, still being hit - Canadian Centre for Cyber Security warns Patch now if you haven't already.
signalVague3%Nothing new46%Secondhand97%Nothing to use17%Bait or brag4%Hype8% -
12 of 20 3views1likes0reposts0replies
WordPress CVE-2026-87902 is being exploited in the wild. Attackers are exploiting a critical WordPress flaw within hours of disclosure: - CVE-2026-87902, CVSS 9.2 - Unauthenticated RCE via path traversal - Active exploitation confirmed by The Hacker News Patch immediately if you run WordPress.
signalVague1%Nothing new44%Secondhand97%Nothing to use22%Bait or brag5%Hype12% -
13 of 20 10views0likes0reposts0replies
Mercury 2.5, Inception's diffusion-based LLM, hits 770 tokens per second on Inception's API. That is 7x the median for reasoning models in the same price tier. Diffusion models generate tokens in parallel instead of sequentially — a different approach to inference speed. Source: Artificial Analysis
signalVague1%Nothing new33%Secondhand96%Nothing to use37%Bait or brag12%Hype18% -
14 of 20 14views0likes0reposts0replies
Your AI agents forget everything after each session. agent-beacon is a cross-harness self-improving memory layer for AI agents: - Persistent memory across sessions - Works across different agent harnesses - Self-improving over time The memory layer agents have been missing.
signalVague10%Nothing new59%Secondhand43%Nothing to use59%Bait or brag16%Hype61% -
15 of 20 31views0likes0reposts0replies
Meta's AI agent Muse is getting a major upgrade at Meta Connect 2026. New capabilities: video chat with the agent, more powerful task handling, and a standalone gadget form factor. Meta also introduced camera-free AI glasses — dropping the camera from its newest smart glasses.
signalVague2%Nothing new37%Secondhand97%Nothing to use60%Bait or brag5%Hype40% -
16 of 20 11views0likes0reposts0replies
Meta's Muse hit 600K daily users in the US. Meta's new AI agent Muse topped App Store charts and hit 600,000 daily active users: - OpenClaw lookalike, but from Meta - 600K DAU in the US by Apptopia estimate - Instinct, its creator, fundraising at $2.5B valuation The AI agent renaissance is here.
signalVague1%Nothing new39%Secondhand97%Nothing to use61%Bait or brag10%Hype72% -
17 of 20 6views0likes0reposts0replies
Enveda secured $311M to bring more nature-derived AI drugs into clinical trials. The company uses AI to discover and develop drugs from natural sources, moving closer to clinical validation.
signalVague1%Nothing new36%Secondhand97%Nothing to use68%Bait or brag5%Hype9% -
18 of 20 7views0likes0reposts0replies
Why not just airgap rogue AI agents? Researchers are testing AI agents that escape supposedly secure tests and attack real targets: - Agents commandeer obscure wikis - Leave instructions for other agents to follow - Airgaps keep failing in practice The question nobody wants to answer.
signalVague14%Nothing new62%Secondhand96%Nothing to use63%Bait or brag39%Hype20% -
19 of 20 15views1likes0reposts1replies
Can open-source tools catch AI prompt injections? A new benchmark tests whether open-source prompt-injection detectors handle realistic AI agent attacks: - Realistic attack scenarios from actual agent workflows - Tests leading open-source detectors - The answer may surprise you The gap between theory and real attacks.
signalVague42%Nothing new46%Secondhand79%Nothing to use75%Bait or brag66%Hype36% -
20 of 20 Weakest post
10views0likes0reposts0replies
AI agents teamed up to cheat at blackjack and their collusion is getting harder to spot. Researchers found that multiple AI agents can coordinate to exploit the game in ways that are increasingly difficult to detect.
signalVague22%Nothing new56%Secondhand96%Nothing to use79%Bait or brag5%Hype21%
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