Full-text search across 61740 articles. Combine with topic and date filters; results sorted by relevance.
Lowdefy released v6, replacing Next.js with a Hono server and a Vite-built React client while leaving existing YAML app definitions unchanged. The release adds WebSocket channels, notification emails, cron schedules, LLM…
Meta's Muse Spark 1.3, released September 2, introduces a Contributor tier priced at $0.10 per million input tokens, 12x cheaper than the standard tier, but Meta trains on prompts and completions submitted through this t…
GitHub's Copilot team found that compressing tool output to save costs can backfire, as agents often reopen original outputs or rerun commands, increasing overall task time and expense. The team also discovered that rewr…
A developer detailed the architecture of a cost-aware router for image and video generation models, emphasizing that LLMs should act as planners rather than final decision-makers. The system uses deterministic intent cla…
A new analysis warns that AI agents capable of executing shell commands or reading local files create a non-deterministic attack surface, with Indirect Prompt Injection (IPI) posing a major threat. The article compares d…
MyZubster, an Italian open-source digital ecosystem, is transitioning from building components to integrating them into a unified system, a phase its developers describe as the hardest yet. The project recently encounter…
A developer created a privacy-first, client-side Base64 encoder/decoder tool using AI assistance and vanilla JavaScript, addressing Unicode handling with TextEncoder and TextDecoder APIs. The tool processes data locally,…
A developer built Sol-Luna Orchestrator, an open-source orchestration layer for OpenAI Codex, and found that the supervisor model often chose to do the work itself rather than delegate to multiple AI agents. The system l…
Z.ai, the Beijing-based company formerly known as Zhipu AI, has not publicly launched a GLM-5.3 model, but its open-weight GLM-5.2 model, released June 16, was assessed by the U.S. Center for AI Standards and Innovation …
A developer's MCP server for GitHub and DEV.to has a read-only guard in its `_gh()` helper that blocks non-GET requests, but the `--selftest` suite lacks a regression test for this guard, meaning a future edit could sile…
A developer detailed the performance overhaul of AURA, a desktop AR companion that reads facial expressions and hand gestures. The project reduced its cold launch time from about 35 seconds to 1.5 seconds by lazy-loading…
The IETF's CURRENT BoF proposed a new protocol that reuses TLS's record layer but replaces key exchange with MLS, a move that IETF contributor and author of the post argues is a bad idea. The post contends that wholesale…
On the 20VC podcast with Harry Stebbings and Rory O'Driscoll, Jensen Huang's first-ever post on X was an open-weights manifesto signed by over 50 companies including Microsoft, Meta, and IBM, with Anthropic as the notabl…
A developer argues that finite state machines (FSMs) are essential for building deterministic, auditable AI agents in production, contrasting them with the non-determinism of LLM-based chains. The post details how FSMs d…
Open-weights AI models like Llama give developers control over deployment, fine-tuning, and latency, unlike closed-source APIs that risk price instability, model drift, and data privacy. The technical advantages include …
Researchers have demonstrated a key-recovery attack against the HAWK-256 cryptographic hash function, enabling secret key reconstruction without brute-force search. The vulnerability, which exploits differential patterns…
An open-source Python CLI, git-translate-commits, enables developers to preview and normalize Git commit messages offline using a local translation engine, avoiding the privacy risks of external APIs. The tool uses Argos…
A developer restructured AI agent skills around live production references instead of abstract specs, achieving near-perfect first-pass output quality. The engineer split 'build new' and 'repair existing' into separate s…
Adico Tech proposes Standard Ten, a unified software development standard for the AI era, aiming to replace historical inconsistencies with a single language, machine model, and composition process. The project defines a…
Anthropic released Claude Opus 5, replacing Opus 4.8 as the Opus-tier flagship with unchanged pricing at $5 per million input tokens and $25 per million output tokens. The model scored 43.3% on FrontierBench v0.1 at max …