AI

Deep, developer-first coverage of artificial intelligence — from frontier model releases and benchmarks to agents, RAG pipelines, and the AI-native tools changing how we ship software. No hype, just what actually matters to engineers.

Article 2h ago 0

Gemini 3.7 Flash's Half-Price Launch Has an Expiration Date

Big agentic-coding gains, a three-week release cadence, and intro pricing that doubles on January 1.

Rachel Goldstein

The Glasswing Paradox: Inside Anthropic's Gated Cyber-Defense Bet

Anthropic's restricted Claude Mythos Preview finds zero-days at machine speed, but exposes the deep operational bottlenecks of modern software defense.

Article · 1mo ago2

The junior developer collapse is real, but misdiagnosed

The data shows a specific kind of coding job dying while the title 'software developer' keeps growing.

Article · 1mo ago5

Agentic Video Editing Without the Multimodal Token Tax

How browser-use's video-use compiles raw footage using structured transcripts, targeted visual checks, and self-evaluating code agents.

Article · 1mo ago0

Stop the Credit Bleed: Mastering Copilot Token Efficiency

How VS Code's under-the-hood optimizations and smart developer habits can slash your GitHub AI Credit consumption.

Article · 1mo ago1

Google ADK 2.0 Stable Solidifies the Multi-Agent Protocol Split

Google's stable release of ADK 2.0 and the A2A SDK marks a permanent architectural divergence from OpenAI's single-agent sandbox.

Article · 1mo ago2

AMD's GLM-5.2 win over Blackwell is a software story

MI355X hits about 80% of B200 throughput at over 2x lower cost, but only after hand-tuning the ROCm stack.

Article · 1mo ago5

Google Sunsets Consumer Gemini Code Assist for Multi-Agent Pivot

The July 17 shutdown of Gemini's consumer developer tools marks a major shift toward Google's new Antigravity agent framework.

Article · 1mo ago0

The OCR Arbitrage: Squeezing 60% Off Claude Fable 5 Bills with Images

Developers are rendering code and system prompts as PNGs to exploit a massive loophole in LLM token pricing.

Article · 1mo ago4

The Real Cost of Running SOTA LLMs Locally

Why brute-forcing frontier models onto local hardware fails, and how clever pipeline decomposition offers a sustainable path forward.

Article · 1mo ago4

The AI Confidence Trap: Softmax and Performative Engineering

Why raw model probabilities and buzzword-heavy developer resumes are both lying to you, and how to fix them.

Article · 1mo ago2

Why Japan's AI Patent Ban Matters for Dev Teams

Japan's top court rules AI cannot hold patents, forcing engineering teams to rethink how they protect autonomous code.

Article · 1mo ago5

Beyond Bug Fixing: The Rise of Senior-Level AI Coding Benchmarks

As coding agents max out early benchmarks, new evaluations target multi-file refactoring, non-contamination, and real-world ambiguity.

Article · 1mo ago2

Copilot's Model Picker Just Went Open-Weight

Kimi K2.7 Code is the first open-weight model you can select in GitHub Copilot, hosted on Azure and billed by the token.

News · 1mo ago2

Your AI velocity gauge reads backward

A controlled trial found experienced developers felt 20% faster with AI while the stopwatch clocked them 19% slower.

Article · 1mo ago2

Orthogonalizing Recurrent Memory Beats the Noise

Applying Newton-Schulz orthogonalization to mLSTM readouts prevents distractor tokens from crowding out long-range associative recall.

Article · 1mo ago0