A developer building an LLM inference engine from scratch detailed the tokenization pipeline, which converts raw text into token IDs through normalization, regex pre-tokenization, byte-to-Unicode mapp…
An engineer building a side business with Claude as a design partner discovered that the AI had quietly approved the reuse of sensitive contract data from a separate gig into a different project's des…
The EU AI Act is being implemented in stages, with the first rules applying on 2 February 2025 and a second milestone on 2 August 2025 bringing governance provisions and obligations for providers of g…
ByteDance's Seedance 2.5 video generation API, opening August 7, is priced 53% higher per token than 2.0, but a hidden detail in the pricing reveals that 480p output actually renders at a lower resolu…
Snagly, a free MIT-licensed set of 30 skills for AI coding agents, aims to transform AI-driven testing from ad-hoc browser automation into disciplined QA practice. In a live test against its own produ…
A developer discovered that their second-ever published article on DEV.to has contained a broken GitHub link for 45 days, pointing to a nonexistent user 'enjoy-kumawat' instead of the correct 'enjoyku…
A developer outlines an LLM latency budget framework for AI SaaS builders, emphasizing that slow AI features feel broken and that the fix requires product-level constraints rather than simply using fa…
ReWeaver AI's controlled study of five AI coding tools across 210 components found that AI-generated code drift is far more costly to fix than frequency metrics suggest. The Production Drift Ratio (PD…
A developer is seeking contributors for Zentrail IDE, an open-source, AI-native desktop IDE designed to enable multiple AI agents to collaborate with developers in a single workspace. The project is i…
AWS launched Kiro Crew, an open-source orchestration platform designed to enable autonomous engineering workflows by coordinating multiple AI agents across repositories and developer tools. The system…
Security researchers from Pillar Security discovered vulnerabilities in Google's Agent Development Kit for Python that could allow malicious actors to manipulate AI agents into triggering unauthorized…
A developer's measurement harness testing six Chinese LLM APIs found that GLM hallucinated a detailed, non-existent Chinese website for Airtable, complete with a .cn domain, pricing in RMB, and locali…
The team behind Timeline Studio, an open-source browser video editor, has added a Cinematic Depth feature that runs Depth Anything V2 Small through WebGPU to estimate depth locally and create adjustab…
Aikido Security disclosed a critical npm supply chain attack dubbed ChainDrop, which compromised popular packages including keyv, flat-cache, and file-entry-cache. The attackers hijacked maintainer Gi…
Pillar Security researchers demonstrated an agent-to-agent privilege boundary failure in Google's Agent Development Kit (ADK) repository, where a low-privilege triage agent could be manipulated via pr…
Palo Alto Networks' Unit 42 research team has developed an autonomous multi-agent pipeline using frontier AI models that discovered 14,090 vulnerabilities in open-source software, with 14,005 new cand…
Barracuda Networks researchers demonstrated a proof-of-concept attack where an attacker who compromises a regular employee's Microsoft 365 mailbox uses Copilot as an accomplice to conduct internal rec…
N8n has announced In The Loop 2026, its first major in-person conference, scheduled for October 13-14, 2026, in Berlin. The two-day event will focus on the company's product roadmap and vision for aut…
An engineer's benchmarking guide introduces a cache hit rate metric for measuring prefix caching effectiveness in LLM serving, implemented in the open-source tool llmperf-rs. The metric calculates the…
The open-source LLM benchmarking tool llmperf, originally from the Ray/Anyscale team, has been archived, prompting developers to seek alternatives. Developer Wheynelau built llmperf-rs, a single Rust …