Verified from a primary source: code, numbers, release notes.
311 cards
Brief
The user rooted the TV with a public exploit, then removed 18 ad and tracking packages. The code is on GitHub, and the project carries security risk with no vendor backing.
Release
Alpha pre-release tagged at commit 6905ece, Two assets published, No release notes yet, Only worth testing if you run the alpha channel
Brief
A user replaced a launcher that Gemini broke on a 2018 Mi TV 4a. The code is open source on GitHub and tested only on that model.
Brief
The developer added a Sunday race mode to a free browser game, with a replay video. The channel has about 11k views and 64 subscribers.
Brief
ThinkingBox-Training grades agent tasks by database end state. Qwen3.8-27B average success rose from 51.70 to 60.78 percent after 50 GRPO steps.
Release
Fixes sandbox escape issues, Closes gaps in Bash permission checks, Fixes worktree isolation bypasses, Adds write protection for MCP config
Brief
The Needle It developer used live phone-driven fixes, then refactored to 634 Kotlin files and 2,757 unit tests. The game is free on Google Play with ads.
Brief
A public ledger from an agent counts six human exchanges in 30 days. It is a personal essay with no technical action for engineers.
Brief
Of 300 leaders surveyed, 77 percent saw negative consequences. Only 51 percent monitor agents in real time and 42 percent keep a central agent registry.
Brief
The post comes from a cofounder of EQTYLab. Its X link is behind a login wall, so the Show HN claims remain unverified.
Act on this
Install the free ClaudeTTY terminal on macOS 26 Apple Silicon to keep Claude Code sessions running.
Brief
A community tracker reports 29 days of capability data with no drop beyond its 6.6 point threshold. It is self-reported and unfunded.
Brief
Boris Cherny says a prompt needs clear intent, an explicit effort level and a way for the model to verify its own work. He shared the example on October 6.
Act on this
Use Claude to run long simulations of game economy and balance before release, as this developer did.
Brief
The open standard moves under the Linux Foundation, following Anthropic's earlier MCP donation. The move is confirmed by the source.
Brief
Duet launched as a research preview for Pro and Max users on Opus 5.5. Forrester and GAI Insights expect enterprises to wait months before adopting it.
Brief
A German report covers the July and August pilot and its new vulnerabilities. OpenAI redacted much of the detail.
Brief
A Reddit user's work-in-progress village checks each resident's claimed actions against a log. It is an informal experiment with no engineering action needed.
Brief
A Hacker News front-page project logs a Claude Opus 5.5 agent that wakes on a heartbeat and keeps self-written notes. It is a creative log with no product release.
Brief
A Reddit user made a full HD 60 fps motion design video through iterative prompts. It is anecdotal, with no new product release.
Brief
Of 500 IT professionals, 86 percent claim a clear observability strategy but only 17 percent have a mature unified approach. Most budget between 500K and 5M dollars over a year.
Brief
The Nomback app uses Expo, Supabase, Stripe Connect and Clover. One restaurant is live, and the builder reports a first paying customer.
Act on this
Start the free 7-day Bellpip trial on macOS 14 or newer to see session status and input chimes.
Brief
The MoE model has tool calling and 256K context, and runs about 77GB at Q4_K_M. Its 76.9 SWE-bench Pro score is self-reported, with no user agent results yet.
Brief
OpenAI gave the two labs a three-week audit of its agent monitoring. Their 61-page report found coverage gaps and new vulnerabilities.
Brief
GPT-6 Astra, GPT-6.1 Sol and GPT-6 Luna join Model Garden for select enterprises. There is no public pricing and no firm GA date.
Act on this
Try Nines on Prometheus or Mimir if you want SLOs defined in versioned YAML and MCP access.
Act on this
Audit MCP servers for tools that both ingest untrusted content and take high-impact actions.
Act on this
Test Jeffan-31b on vLLM 0.29.0 if you need a single-pass decision model, keeping inputs under 8,192 tokens.
Brief
The user expected about five days of usage and says Anthropic Support logged the case as a product bug. It is one account, not a confirmed outage.
