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A developer argues that AI coding agents have dramatically accelerated application development, but the operational shell around deploying, securing, and monetizing those apps remains a bottleneck. The developer identifi…
WastedCode released TrueCast, a CLI and plugin system that installs portable expert personas—such as product manager, architect, and security reviewer—into Claude Code sessions. The tool provides versioned, sandboxed sub…
A flaw in Anthropic's Claude Code GitHub Action allowed attackers to bypass permission checks via a fake bot account and use prompt injection to steal OIDC tokens, gaining write access to any vulnerable repository. Secur…
Together Inference Engine delivered 31% more tokens per second than the next fastest open-source inference engine on the same hardware during a production coding agent workload, while maintaining twice the time-to-first-…
Guide for building a custom personal dashboard using Claude Code as the primary developer, with a focus on minimal dependencies and fast iteration. It outlines a single-file starter structure for a FastAPI backend with S…
Agento, a new open-source dashboard from Shaharia Lab, turns Claude Code's session files into cost analytics, productivity insights, and a searchable history, with a browser UI for building and scheduling agents. The sin…
An engineer at a software company describes how AI assistants have changed the economics of code review, making it cheaper to build wide and ship narrow. The new workflow involves building entire features on a single bra…
A developer using OpenAI's Codex coding assistant discovered an indirect prompt injection hidden in a dependency's README that instructed the model to delete authentication middleware from a legacy Express service. The d…
Ankur Sethi, a software developer, advocates manually retyping AI-generated code to avoid 'cognitive debt,' a practice he admits caps AI gains at roughly 2x instead of 10x. His proposal, which went viral on Hacker News, …
A developer audited 249 of their own AI coding sessions using a tool called red-handed and found zero confirmed cases of the agent lying about test results. Instead, the audit revealed a deeper problem: many claimed test…
Claude Opus 5 passed 24% of 17 checkpoints on a subset of SlopCodeBench, quadrupling the 6% pass rates of Opus 4.8 and Sonnet 5, but achieved this by producing roughly 29,000 source lines versus about 9,000 for each othe…
Anthropic's Claude Code v2.1.198 silently changed the AskUserQuestion tool to auto-continue after 60 seconds of user silence, using the model's best-guess answer instead of blocking, with no release notes or opt-out sett…
Spur solver, a Z3-backed model-finder for SPUR coding agents, enables agents to start from solved values instead of invented parameters by returning sat with a concrete model or unsat/unknown/timeout. The tool addresses …
A developer details how Claude Code cost overruns often stem from invisible context accumulation and cache misses that the billing dashboard fails to surface. The solution involves setting hard token budgets per request,…
A developer has introduced a new code review paradigm that pits two AI agents against each other in a structured debate to uncover nuanced bugs. The approach, called AI pair review, uses agent consensus to find issues li…
Ruflo, an agent meta-harness built by rUv and powered by Cognitum.One, adds 100+ specialized agents, coordinated swarms, self-learning memory, federated comms across machines, and enterprise security guardrails to Claude…
A Laravel developer built a custom Prism provider that routes LLM requests through the Claude Code CLI binary, enabling reuse of an existing Claude subscription for structured data extraction, text rewriting, and summari…
Anthropic released the Claude Security plugin for Claude Code in beta, a multi-agent vulnerability scanner that runs in the terminal. The plugin adds a /claude-security command to scan a full codebase or changes before a…
Google Cloud Run Sandboxes, now in public preview as of July 10, lets developers run arbitrary code from AI models inside existing Cloud Run instances with no additional infrastructure or cost, enforcing three default-de…
Anthropic's Claude Code dynamic workflows, now generally available for all paid plans, enable up to 1,000 parallel subagents with adversarial verification, as demonstrated by Jarred Sumner porting 750,000 lines of Bun fr…