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A new open-source workflow called "idea-to-build" guides founders and creators through a six-phase structured brainstorm that researches, critiques, and fact-checks raw ideas before handing them off to Claude Code as a b…
IBM's research demonstrates that large language models alone are insufficient for scalable enterprise AI adoption, requiring "agent logic" — software primitives like knowledge graphs and program analysis libraries — to g…
Uber burned through its entire 2026 AI coding budget in four months, with COO Andrew Macdonald unable to link the spending to tangible user features, as AI leaders Dario Amodei and Sam Altman backtrack on earlier predict…
Two critical heap buffer overflow vulnerabilities in nginx's rewrite engine, CVE-2026-42945 and CVE-2026-9256, allow attackers to trigger remote code execution when specific directive combinations cause the script engine…
Math-To-Manim, a new open-source agent pipeline, converts short natural-language prompts into structured lesson plans and generated Manim code for mathematical animations. The system uses a chain of specialized agents to…
A developer used OpenAI's Codex to build a time zone conversion app entirely through AI prompts, with minimal manual coding, and launched it for public use. The app, available at time.philna.sh, was created in less than …
The Model Context Protocol (MCP), an open standard for connecting AI assistants to external data and tools, has emerged as a key enabler of context engineering in software development. According to Zuplo's 2026 State of …
The article explains Go's built-in testing package, which provides a minimalist framework for writing unit tests without external dependencies, emphasizing that tests should live alongside production code using a clear n…
The article describes how RepoSignal, a static analysis tool, scanned the highly scrutinized React repository and returned 20 findings (16 high severity, 4 medium severity) within 24 seconds. It explains that automated s…
CodeArchy is an open-source tool that uses an AST engine (Tree-sitter) to parse codebases and build a typed dependency graph, which is then analyzed by the Gemma 4 model. The model acts as a senior architect, grouping lo…
The article describes the author's launch of "bsBB," a new forum software built as a free, nostalgic homage to early internet forums for their data-focused community. The author reflects on using AI coding tools to handl…
Ailog**, a file-based work log tool designed to capture and preserve the reasoning behind AI agents' coding decisions. It addresses the problem of stateless AI agents losing context across sessions, resulting in opaque d…
In April 2026, GitHub experienced 10 incidents that caused degraded performance across its services, including a full outage of the code search service on April 1 that lasted over eight hours. The company released a blog…
Glama lists over 22,000 MCP servers, PulseMCP tracks 14,000+, and mcp.so and other registries add thousands more, but a handful of well-chosen servers composed thoughtfully outperform a full stack for startup teams. The …
This article summarizes an exploration of Kevin Gosse's Silhouette library, which enables developers to build .NET CLR profilers using C# and NativeAOT instead of traditional C/C++ code. The author creates a basic profil…
A developer built a deliberately naive test shop chatbot with three invented orders and found that customer-style tricks — hidden instructions, false claims of manager approval, and nonexistent order numbers — succeeded …
A project called Assure released a verification harness that runs an AI agent against a disposable SQLite and file workspace, routes all of the agent's tool use through a policy-enforcing gateway, and judges the run with…
Pinning two neuron values in Qwen3.5-4B, a 4-billion-parameter open-weights model downloaded more than 7 million times on Hugging Face last month, turns the safety-trained model hostile in under 10 minutes without retrai…
Independent tests on an Nvidia DGX Spark reproducing and extending Stanford's Next Concept Modeling (NCM) paper found NCM runs about four times faster than a parameter-matched autoregressive LLM on single translation req…
Developers pushed code to GitHub 17.9 billion times in the past 12 months, more than in 2024 and 2025 combined, according to GitHub's 2026 Octoverse report. Commits across public and private repos reached 34.3 billion, m…