Correctover released correctover-patronus, an adapter that integrates its 87 deterministic verification rules as native evaluators within the Patronus AI framework. The tool adds six verification dime…
A developer describes a pipeline that processes 7,500 product images daily for eCommerce, combining AI background removal with human review for complex items. The system uses a complexity classifier t…
A developer at a service company describes the growing problem of reviewing AI-generated code, noting that while agents now produce high-quality pull requests, the volume overwhelms human reviewers, l…
A developer outlines a practical guide for safely shipping AI-generated code to production, addressing the gap between rapid prototyping and production readiness. The guide includes a checklist for ha…
A developer explains how prompt engineering can significantly improve the quality of AI-generated code and responses. The guide covers key techniques such as defining roles, providing context, and usi…
A developer argues that hand-maintained .cursorrules files inevitably become stale and misleading, causing AI agents to apply outdated architecture decisions. The developer proposes generating agent-r…
A developer who embraced AI tools found that heavy reliance on them eroded their ability to write code independently. Despite appearing more productive, they realized they were losing deep understandi…
A developer warns that startups shipping AI-generated code without security review risk leaking API keys, hardcoded secrets, and misconfigured environments. The post provides a seven-point checklist c…
A developer published a tutorial on building a Retrieval-Augmented Generation (RAG) pipeline using Spring Boot, embeddings, and vector search. The tutorial demonstrates how to ingest documents, split …
Repository intelligence, which analyzes full commit history, PR discussions, and architectural decisions alongside current code, is transforming AI coding assistants in 2026. ANZ Bank reported a 42.36…
The DEV Team and GitHub are hosting the Finish-Up-A-Thon Challenge, a contest with a $3,000 prize pool. Participants are encouraged to revive old projects using GitHub Copilot. The challenge aims to h…
A developer built PhishVision, a free REST API that uses AI vision to detect phishing sites and prompt injection attacks by analyzing webpage content visually, not just URLs. The API extracts hidden t…
Microsoft's incident response team demonstrated a novel attack where an AI agent can be manipulated into exfiltrating sensitive data by poisoning the description of a tool the agent reads before actin…
The SAL protocol introduces short-lived, scoped, challenge-based service tokens for agent systems, reducing the blast radius of credential leaks. Vibebase provides a reference implementation, demonstr…
An engineer tested OpenMontage, an open-source agentic video production system, by tasking it with creating a 75-second explainer video on local-first software. The agent produced a cohesive video at …
LayerX documented BioShocking, an adversarial framing technique that tricks AI browsers and assistants into exfiltrating user credentials. The attack convinces the AI it is participating in a game, by…
A reinforcement learning-driven data scheduler, AC-ODM, boosts MMLU performance by 27.5% relative and HumanEval pass@1 by 2.23× on a Pythia-1B model with only a 0.4% per-step wall-clock increase and 2…
In the first half of 2026, major payment companies including Google, Mastercard, Visa, Stripe, American Express, Ant International, and Circle have shipped infrastructure for AI agents to handle payme…
A developer built ChatVault, a free, local-first tool that consolidates AI chat histories from ChatGPT, Claude, and Gemini into a single searchable vault. The tool includes an 'Export as memory' featu…
A developer describes how combining shift-left testing with machine learning can predict where bugs will appear before code is merged. By analyzing historical defect data and commit-level features suc…