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1032 postsContext Engineering: Why AI Agents Need More Than Good Prompts
AI agent output depends less on prompt wording and more on curated context. Why tool design, memory, and context curation now beat prompt engineering.
Forge3D Spaces: Text-to-3D Building CAD Running in the Browser
Forge3D Spaces converts text prompts into 3D buildings in-browser using an LLM-to-solver pipeline, WebGPU fallback, and real-time CSG wall cutting.
DOOMQL: A Doom-like FPS Where SQL Renders Every Pixel
DOOMQL is a terminal-based Doom-like FPS where SQL queries handle all game logic and pixel rendering, with a live SQL audit tool included.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comn8n Fixes Silent Cross-Item Data Leak in Batched AI Agent Calls
A silent bug in n8n's batched AI Agent node let tool-call histories leak between items; here's the root cause and the fix.
Platform Teams Must Now Serve Environments at Agent Speed
Coding agents are turning environment requests into traffic. See why platform teams must shift from provisioning workflows to real serving systems.
AI agents are shifting from loops to graphs
An analysis of the shift from loop-based AI agents to graph-structured architectures, with practical guidance for engineers.
Harness Engineering: Curating Context to Scale AI Coding Agents
Harness engineering keeps AI models fixed and optimizes context and tools instead, encoding nonfunctional requirements for reliable agent output.
WANDR Benchmark Tests AI Agents on Wide-and-Deep Research Tasks
WANDR benchmark evaluates AI research agents on wide-and-deep data collection tasks using reference-free, evidence-verified grading across 500 tasks.
Open-source Claude Design rival hits 77k stars, 1M+ installs
Open Design, an open-source Claude Design rival, hit 1M+ installs and 77k GitHub stars using a file-first, agent-driven build method.
Shark Vacuum AWS Cert Flaw Lets One Key Hijack an Entire Fleet's Root Shell
A stolen AWS certificate lets attackers run root commands on any Shark robot vacuum in the same cloud region, exposing cameras and Wi-Fi credentials.