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An engineering analysis lays out five control planes — Context, Containment, Validation, Rollout and Accountability — that CTOs and AI leaders should use to scale agentic software engineering safely, arguing that human j…
A developer built a coffee-store support bot in n8n 1.123.84 running Qwen 1.8B via Ollama and tested it against 20 prompt injection payloads, each run three times. The naive workflow let 12 of 20 injections succeed, and …
A developer published a deep-dive guide on evaluation and quality engineering for LLM applications, arguing that teams should treat evaluation as the test suite of a probabilistic system rather than shipping on vibes. Th…
Docker released docker-agent, an open-source tool that lets developers define AI agents entirely in a single YAML file rather than Python code, and it ships with the `docker agent` command in Docker Desktop 4.63 and late…
CVE-2026-111497, an out-of-bounds write in Google's Brotli decoder, affects far more than Node.js and HTTP, according to JFrog research that reproduced instruction-pointer control in additional native applications and re…
A Prime Intellect residency researcher found that SWE-bench Multimodal v2, a 480-task benchmark built from GitHub issues in 11 JavaScript repos, barely tests visual reasoning: GPT-6 Luna (xhigh) scored similarly whether …
Technical writer CT Smith told a podcast with Fabrizio Ferri-Benedetti that a layered pipeline of Vale hooks, skills, model reviews and sandbox fixtures lets Claude Code handle about 40% of her documentation tickets, a f…
A practitioner's guide to running multiple Claude Code sessions in parallel describes using the /resume command to recover prior task context and Git worktrees to advance independent tasks, while warning that a resumed c…
A developer-tested comparison of seven GitHub Copilot alternatives found Cursor the best overall pick for most developers, scoring 4.4 out of 5 across agent depth, editor polish, value and free tier, while GitHub Copilot…
Pyronaut launched as a high-performance Python application platform built on GraalVM and Micronaut, fusing the Python AST with the Java compiler and serving Python code through Micronaut's Netty-based HTTP server. The co…
A developer published an open SKILL.md template that configures AI assistants to act as a patient senior Python instructor rather than an instant answer generator. The template, tested in Lumo AI and with local agents, u…
A developer spent three hours at Google's Build with Gemini Sunnyvale event directing Antigravity, Google's agent-first coding tool, which built, deployed, published, and self-recorded a demo video of Sprint Ledger, a ha…
A developer documented an architecture that connects Claude Code to both Snowflake and ServiceNow through ServiceNow's MCP Server, exposing a subflow that invokes a Snowflake Cortex Agent and a ServiceNow Knowledge Graph…
Independent hands-on testing of xAI's Grok 4.7 largely backed the company's claims, with the model finding and fixing an unscripted bug in a containerized full-stack app (Postgres, FastAPI, Nginx, Redis, Docker Compose) …
Anthropic's guidance on building effective agents distinguishes workflows, where LLMs and tools follow predefined code paths, from agents, where the LLM dynamically directs its own process and tool usage, and advises dev…
A developer running an autonomous side business on Claude Code documented how a day-long Codex outage caused 57 queued JSON files to pile up, and when the service recovered, five launchd lanes fired simultaneously and pr…
A developer argues that while AI has made reverse engineering Android APKs dramatically cheaper by helping analyze decompiled code, reconstruct call relationships, and locate sensitive logic, traditional app protection s…
Alex Porcelli, a software developer with 30 years of experience, presented on decision models in agentic architectures at a conference, arguing that domain knowledge and consistency remain the biggest challenges for ente…
Black Box, under Chief Digital & AI Strategist Erik Jost, runs a production-grade agentic software development loop in which roughly eight AI agents—using Claude Code and OpenAI Codex—route work by task type and every pu…
GitHub introduced Project HydraFusion, a research preview in GitHub Copilot that orchestrates multiple AI models to draft, critique, and revise code, matching or exceeding the quality of Anthropic's Claude Opus 5 at up t…