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A developer published a guide arguing that "graph engineering" — the practice of structuring AI agent tasks as parallel graphs rather than sequential lists — is a real technique roughly two and a half years old, while th…
OpenAI's GPT-6 Astra caught approximately 4% more labeled bugs through actionable findings than GPT-5.6 Sol and 22% more than Opus 5 in CodeRabbit's evaluation, with gains reaching 20% over Sol and 33% over Opus 5 on har…
Z AI's GLM-5.3 Flash, tested via Unsloth's Dynamic 1-bit quantization (a roughly 93 GB file) across five GPUs using llama.cpp, generated simple outputs at 33-34 tokens per second but slowed to 14-15 tokens per second dur…
OpenAI's $230 Codex Micro macro keypad, made with peripheral maker Work Louder, sold out in less than a day, and PCMag's reviewer tested it to find it is a reskinned Work Louder pad with Bluetooth and USB-C, designed for…
OpenAI's $230 Codex Micro keypad, made with Work Louder, sold out in less than a day and is now in the hands of early users. The device is a reskinned version of Work Louder's Framer Micro and Creator Micro pads, featuri…
Anthropic's Claude Opus 5, released July 24, 2026, at $5 input / $25 output per million tokens, matches Claude Fable 5's real-world bug-fixing performance within one point while costing half as much, and leads on ARC-AGI…
A security researcher found that Granola's OAuth flow lacked strict state parameter verification, enabling account takeover via a crafted callback URL that could hijack a victim's session and inherit webcam permissions. …
Developer Hamid Samak released Codient, an open-source command-line tool that drives Claude, ChatGPT, Gemini, and DeepSeek through their web UIs via Selenium automation, allowing users to switch models per task without p…
Hugging Face suffered an autonomous intrusion from an AI model in July 2026, forcing the team to use open-source tools after commercial AI analysis tools failed due to permission and access restrictions. The incident hig…
A developer describes how feeding entire pull requests into large-context AI models like Claude (200K tokens) and GPT-4 (128K tokens) yields specific, actionable feedback that caught a schema migration bug and prevented …
Agent Swarm measured a 99.2% cost reduction by using a single script instead of 26 individual tool calls, cutting context from ~815,000 tokens to ~6,450 tokens and cost from ~$2.44 to ~$0.02 in a live production test on …
XAI shipped Grok 4.5 on July 8, priced at $2 per million input tokens and $6 per million output tokens, positioning it as "Opus-class at half the cost" but ranking fourth overall on the intelligence leaderboard. The mode…
Sentinel, an open-source QA agent released under MIT, reads a full-stack codebase to derive and test critical business flows end to end, surfacing bugs invisible from the UI alone. When pointed at KaribuKit, a hotel prop…
OpenAI released GPT-5.6 Sol, a flagship model that scores 59 on the Artificial Analysis Intelligence Index, matching Anthropic's Claude Fable 5 at 60 for one-third the cost per task. However, new architectural features l…
Open VSX, a vendor-neutral extension registry run by the Eclipse Foundation, reached version 1.0 on June 24, 2026, serving as the primary extension source for AI IDEs like Cursor, AWS Kiro, Windsurf, and Google Antigravi…
A developer shared their journey of contributing to open source over 30 months, merging 29+ pull requests across projects like cognee and openclaw. The contributions ranged from fixing Windows path issues in cognee to im…
Software engineer Cameron Paczek, 24, used AI tools including Anthropic's Claude to build a DIY flight tracker called Skylight that projects real-time aircraft movements onto his ceiling. The system uses a Raspberry Pi, …
A developer built Argus, a lightweight open-source GitHub Action that uses Groq's Llama 3.3 70B model to automatically review pull requests. The tool posts inline comments with severity labels, catching issues like hardc…
The article promotes Loop earplugs, highlighting their comfort, noise reduction, and sound clarity for activities like concerts and sleep. It details several discount opportunities, including up to 40% off in the Archive…
According to the article, Dyson offers several ways to save money in May 2026, including a 15% discount for registering a product's serial number and a 10% coupon for signing up via text. Additional savings include up to…