> Wget CTF Walkthrough: Port Scanning to Root Via GTFOBins Exploitation
A hands-on walkthrough of escalating from low-level access to full root control using wget's lesser-known capabilities.
> Practical Tenant Cost Accounting: A Small Team's Multi-Model API Exit Test
How one edtech team evaluated multi-model APIs to solve the thorny problem of allocating LLM costs per customer.
> NAEOS Launches on Product Hunt to Solve Spec-Code Drift Problem Nobody Wants to Talk About
A new dev tool tackles the gap between documentation and reality that derails teams every sprint.
> When AI Agents Become the Attack Surface: Architecting Against Self-Propagating Threats
Autonomous AI agents are reshaping the threat landscape in ways our security models weren't built to handle.
> Construction's Data Chaos: Why Linking Information Matters More Than Collecting It
The construction industry drowns in data but struggles to connect it—here's where dev tools can help bridge the gap.
> How a Theory of Leftover Surprise Rewired One Developer's Memory Layer
A deep dive into rethinking how systems store and process unexpected inputs—and what it means for infrastructure design.
> Unitree Humanoid Robot Hits 12.66 M/s Run Speed, Clears Two-Meter Jump in New Footage
The Chinese robotics firm drops a 30-second video that rewrites what's possible for legged machines—and it's not even close.
> NoCode Discovers Core Review Gate Was Disabled by Default for Weeks
An AI code review tool shipped its signature feature only to find users weren't getting the protection they signed up for.
> Kerberus 2026 Threat Report Flags AI-Powered Attacks and State-Sponsored Groups Targeting Web3 Wallets
Critical infrastructure report identifies emerging attack vectors as developers scramble to secure private keys in increasingly hostile environment.
> BizNode's Semantic Memory Feature Uses Qdrant to Give Bots Long-Term Conversation Recall
The autonomous AI business operator platform now lets your bots remember past interactions and learn from them over time.
> Single-Signal Recommenders Feel Dumb: Prune, Don't Rank
Most recommendation systems start with a single filter and never evolve—here's why pruning beats ranking every time.
> TextCompare Aims to Bring Local-First Philosophy to Diff Tools for Developers
A new Show HN project promises offline-capable text, file, and code comparison without cloud dependencies.
> Goody-2: The AI Model So 'Safe' It Refuses Everything Gets a Second Look
The satirical responsible-AI experiment that refused to answer almost any query is back in hacker circles—and developers are taking notes.