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A developer published a beginner's study guide explaining tool use and retrieval-augmented generation (RAG) for large language models in production. The guide uses real-world analogies and runnable code to demonstrate ho…
In a head-to-head test of 12 text tasks, OpenAI's GPT-5.6 Sol Pro scored 112.0 to xAI's Grok 4.5's 106.1, winning 5 tasks to 3 with 4 ties, giving OpenAI a narrow but real edge. Sol Pro excelled in implementation-heavy t…
A developer built a 4-stage stock screening funnel using the EODHD Screener API and Claude, filtering over 3,000 US-listed stocks down to 10 based on profitability, liquidity, and earnings yield. The pipeline runs live A…
The developer team behind Chron, an MCP server that records AI coding sessions to a local SQLite database, has shipped a SOC 2 review layer. The tool scans session history for findings against SOC 2 Trust Services Criter…
Docker launched Sandboxes in April 2026, using microVMs to isolate AI coding agents, shifting the container-versus-VM debate to a three-way comparison with microVMs. MicroVMs provide hardware-enforced isolation with thei…
A developer explains why they choose Lovable for building full-stack applications with AI, highlighting its ability to generate complete applications including frontend, backend, database, authentication, and API integra…
A product manager recounts how an automated evaluation caught a bug that would have slipped through a 'vibe coded' tool, prompting a historical look at human-in-the-loop versus human-on-the-loop automation. The US Air Fo…
Z.ai launched GLM-5.2, the first open-weight model to top the HuggingFace Open LLM Leaderboard and beat proprietary coding products on SWE-bench Verified with a 72.3% score. Trained on Huawei Ascend hardware under Apache…
Andrew Ng introduces three key loops for building 0-to-1 products with AI agents: the agentic coding loop, developer feedback loop, and external feedback loop. He argues that humans retain a context advantage over AI, ma…
Chris Lattner created MLIR (Multi-Level Intermediate Representation) in 2018 at Google to solve the problem of fragmented compiler infrastructure across different hardware targets and programming models. MLIR, released p…
Agent loops fail in production due to state management issues in the database, not model quality, according to a CockroachDB analysis. Common failures include inconsistent state, interrupted writes, and lack of auditabil…
Async Rust converts every async function into a state machine that records where execution stopped and stores needed values, enabling efficient waiting without blocking threads. This internal model helps developers reaso…
Semgrep co-founders Isaac Evans, Drew Dennison and Luke O'Malley published a benchmark on June 22 showing that Zhipu AI's open-weight model GLM 5.2 scored 39% F1 on an IDOR vulnerability-detection test, outperforming Cla…
ContextVault 1.3 unifies browser conversations, terminal sessions, and coding-agent decisions into a single searchable local context engine. The tool, built by developer Ali Abd, captures context from multiple LLM platfo…
A new supply chain attack wave from the Mini Shai-Hulud, Miasma, and Hades malware family has compromised LeoPlatform and RStreams npm packages, GitHub Actions workflows, and the Verana Blockchain Go module, using malici…
Airbnb achieved 97% weekly and 90% daily adoption of agentic AI tools among engineers without mandates, relying instead on product-minded internal tooling and community-driven learning. The company saw a 65% increase in …
Nori CTO Clifford introduces a framework for evaluating coding agent tasks based on cost to implement (Ci) and cost to verify (Cv), arguing that the industry's focus on model capabilities misses the real bottleneck of ve…
Developer kromych released badc, a cross-platform optimizing C compiler built with Claude that supports C99, C11, and later standards. The compiler can build Python 3.14 on five targets, JIT-compile code, and produce nat…
A malicious npm package named @withgoogle/stitch-sdk impersonates Google's Stitch AI design tool by squatting the @withgoogle scope, harvesting developer credentials from eight sources via a preinstall hook and CLI binar…
A developer compared seven synthetic monitoring tools in 2026, evaluating them on browser fidelity, authoring methods, location coverage, alerting, forensics, and pricing models. Checkly was highlighted as the best for c…