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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…
Employment for software engineers aged 22 to 25 has fallen roughly 20% since late 2022, according to Stanford analysis of 25 million payroll records, as AI tools and a broader recession squeeze entry-level hiring. A prin…
Databricks announced new AI platform capabilities at Data + AI Summit 2026, including Genie Code for the full ML lifecycle, AI Runtime for large-scale deep learning training, and Feature and Model Serving for real-time M…
A new guide for cloud architects outlines practical steps to govern AI in the cloud, addressing the growing threat of shadow AI. The guide emphasizes discovery, data classification, and policy-as-code to secure AI deploy…
Z.ai released GLM-5.2, its latest large language model, featuring a usable 1-million-token context window and two thinking-effort levels (High and Max), but no benchmark scores at launch. The model, the fourth flagship-t…
BootProof, a new tool for developers, cryptographically verifies that a GitHub repository boots locally by building an evidence-based run plan, executing only justifiable commands, and producing a signed attestation of s…
JobEmber replaced four hallucinating LLM-based batch orchestrators with deterministic code-js agents, eliminating ~8,000 tokens per run and fixing a prompt-violation bug. The migration uncovered two loomcycle bugs—wall-c…
A single backend method defined in Remy automatically projects onto eight interfaces—web, REST API, Discord, Telegram, MCP, cron, webhook, and email—without requiring any integration shims or per-interface rewrites. The …
Cursor and Copilot have evolved significantly since 2024, with both tools now supporting agent mode, Model Context Protocol, and persistent project-level instructions. A developer demonstrated that writing a `.cursor/rul…
Flathub, a major Linux application distribution platform, has updated its generative AI policy to explicitly ban AI-generated apps and submissions, including code, documentation, and automated pull requests. The new rule…
Sid Palas launched Deputies, an open-source control plane for self-hosted background coding agents, enabling teams to run asynchronous software engineering tasks on remote infrastructure. The platform addresses gaps in e…