https://reveneau.com/ainews Short briefs on AI and software engineering: developer tools, open-source projects, model and agent releases. Each item links its original source. en-us https://reveneau.com/ainews/open-glean-hydra-db-self-hosted-glean-alternative-apache-2-622-stars https://reveneau.com/ainews/open-glean-hydra-db-self-hosted-glean-alternative-apache-2-622-stars Tue, 22 Sep 2026 04:20:00 +0000 Open source Hydra DB has released Open Glean under Apache-2.0, a self-hosted Next.js workspace that answers questions across your files, notes and connected apps with cited sources. (Source: Hydra DB) https://reveneau.com/ainews/maharshi-patel-delete-mcp-servers-cli-help-hacker-news-319-points https://reveneau.com/ainews/maharshi-patel-delete-mcp-servers-cli-help-hacker-news-319-points Tue, 22 Sep 2026 03:15:00 +0000 Dev tools An essay by developer Maharshi Patel titled "Why MCP Was Always a Bad Idea" hit Hacker News on 20 September with 319 points, arguing that agents are now good enough to call APIs and CLIs directly, so most Model Context Protocol servers can be deleted. (Source: Maharshi Patel) https://reveneau.com/ainews/github-enterprise-credential-inventory-export-csv-rest-api-ssh-pat-oauth-app-tokens https://reveneau.com/ainews/github-enterprise-credential-inventory-export-csv-rest-api-ssh-pat-oauth-app-tokens Tue, 22 Sep 2026 02:20:00 +0000 Infrastructure GitHub says enterprise owners can now pull every SSH key, personal access token, OAuth App token and GitHub App token accessing the enterprise into one CSV or paginated REST call, filterable by user, app, credential type or organization. (Source: GitHub Changelog) https://reveneau.com/ainews/dettmers-dlab-open-source-week-deepseek-v4-1-laptop-cliffcompaction-45-percent https://reveneau.com/ainews/dettmers-dlab-open-source-week-deepseek-v4-1-laptop-cliffcompaction-45-percent Tue, 22 Sep 2026 01:15:00 +0000 Open source Tim Dettmers's dlab at CMU says it will release two open-source projects and four papers starting 22 September, including a local inference stack that fits DeepSeek V4.1 on a 128 GB MacBook and an auto-compaction method that cut one partner's AI budget by 45 percent. (Source: Tim Dettmers) https://reveneau.com/ainews/jevals-openlayer-agent-evals-guardrails-one-request-mit-42-stars https://reveneau.com/ainews/jevals-openlayer-agent-evals-guardrails-one-request-mit-42-stars Mon, 21 Sep 2026 22:10:00 +0000 Open source Openlayer's new Python library replaces multiple LLM-as-judge calls with a single request to TypeSafe's Jev decision model, shipping 37 built-in evals across agent, security and quality categories. (Source: GitHub) https://reveneau.com/ainews/theinformation-107-executives-ai-token-costs-unpredictable-60-percent https://reveneau.com/ainews/theinformation-107-executives-ai-token-costs-unpredictable-60-percent Mon, 21 Sep 2026 21:50:00 +0000 Go-to-market The Information's survey of 107 senior leaders reports that 60 percent describe their AI cost trajectory as unpredictable, and while 52 percent say they understand how tokens are billed, only 33 percent actually manage the cost in practice. (Source: The Information) https://reveneau.com/ainews/google-indexing-api-job-boards-no-response-six-nine-months-sej https://reveneau.com/ainews/google-indexing-api-job-boards-no-response-six-nine-months-sej Mon, 21 Sep 2026 21:35:00 +0000 Go-to-market Search Engine Journal reports that job-site operators have waited six to nine months for approval to use Google's Indexing API, with one consultant tracking more than 50 applications since October 2025 and none approved. (Source: Search Engine Journal) https://reveneau.com/ainews/linear-ci-rework-6-minutes-5-tsc-73-percent-8-shards-2000-tests-weekly https://reveneau.com/ainews/linear-ci-rework-6-minutes-5-tsc-73-percent-8-shards-2000-tests-weekly Mon, 21 Sep 2026 21:20:00 +0000 Productivity Linear says agents and engineers were adding 2,000 new tests a week, and its CI could not keep up until it moved to third-party runners, sharded from four to eight, and replaced tsc with tsgo, cutting TypeScript check time by 73 percent. (Source: Linear) https://reveneau.com/ainews/grok-build-claude-code-memory-test-cross-project-rule-jessica-wachtel https://reveneau.com/ainews/grok-build-claude-code-memory-test-cross-project-rule-jessica-wachtel Mon, 21 Sep 2026 21:05:00 +0000 Dev tools Jessica Wachtel at The New Stack ran a three-session memory test on Grok Build 1.0.40 and Claude Code 2.1.226 on 21 September, and reports that Claude's CLI memory stops at the repo boundary, so a rule stated "for all my projects" never reached a second repository. (Source: The New Stack) https://reveneau.com/ainews/semrush-ai-citation-outreach-workflow-claude-code-ghost-citations https://reveneau.com/ainews/semrush-ai-citation-outreach-workflow-claude-code-ghost-citations Mon, 21 Sep 2026 20:50:00 +0000 Go-to-market Semrush published a step-by-step Claude Code workflow on 21 September that takes a Prompt Tracking CSV export, classifies every cited page against a brand-facts file, and produces an opportunity list for outreach, alongside its own study saying 62 percent of AI citations do not name a brand at all. (Source: Semrush) https://reveneau.com/ainews/spacexai-grok-4-7-terminal-bench-38-percent-multi-hour-agent-training https://reveneau.com/ainews/spacexai-grok-4-7-terminal-bench-38-percent-multi-hour-agent-training Mon, 21 Sep 2026 20:35:00 +0000 Models & agents SpaceXAI released Grok 4.7 on 21 September, priced at $2 per million input tokens and $6 per million output tokens, and says the model scores 38.0 percent on Terminal-Bench 4.0 against Grok 4.6's 20.3 percent, after a longer reinforcement learning run weighted toward tasks that take many hours to finish. (Source: SpaceXAI) https://reveneau.com/ainews/foremerge-open-source-coordination-protocol-parallel-coding-agents-424-stars https://reveneau.com/ainews/foremerge-open-source-coordination-protocol-parallel-coding-agents-424-stars Mon, 21 Sep 2026 19:35:00 +0000 Dev tools Foremerge is a Rust CLI, JSON API and MCP server that has agents announce what they are about to change in semantic terms before they write code, so two agents editing different files with plans that undo each other get warned before either commits, and reached 424 stars 31 days after the first commit under Apache 2.0. (Source: GitHub) https://reveneau.com/ainews/aws-strands-harness-open-source-agent-28-percent-lower-token-cost-apache-2-0 https://reveneau.com/ainews/aws-strands-harness-open-source-agent-28-percent-lower-token-cost-apache-2-0 Mon, 21 Sep 2026 19:20:00 +0000 Dev tools AWS released Strands harness under Apache 2.0 on 21 September, a preconfigured agent that runs on Bedrock, Anthropic, OpenAI, Google or Ollama and, on six benchmarks with the same Claude or GPT models, costs 28 percent less than Claude Code and Codex, per the vendor's own testing. (Source: Strands Agents) https://reveneau.com/ainews/mini-agi-continual-learning-8gb-vram-byte-level-99-84-percent-retained https://reveneau.com/ainews/mini-agi-continual-learning-8gb-vram-byte-level-99-84-percent-retained Mon, 21 Sep 2026 18:50:00 +0000 Models & agents Alexey Borsky released mini-AGI, a byte-level language model that keeps learning from every stream of characters it reads without forgetting what it knew before, and runs on a single 8GB laptop GPU. (Source: mini-AGI) https://reveneau.com/ainews/anything2explainer-claude-code-codex-remotion-explainer-videos-1935-stars https://reveneau.com/ainews/anything2explainer-claude-code-codex-remotion-explainer-videos-1935-stars Mon, 21 Sep 2026 18:35:00 +0000 Dev tools anything2explainer is a Claude Code and Codex skill by Vincent Wei that draws every frame of a narrated explainer video in Remotion code, ships with English and Chinese TTS pipelines, and reached 1,935 stars 13 days after the first commit under a PolyForm Noncommercial 1.0.0 license. (Source: GitHub) https://reveneau.com/ainews/browserkitten-mit-chrome-extension-web-agent-byok-2906-stars https://reveneau.com/ainews/browserkitten-mit-chrome-extension-web-agent-byok-2906-stars Mon, 21 Sep 2026 18:20:00 +0000 Open source BrowserKitten is a Manifest V3 Chrome extension that lets a bring-your-own-key AI agent drive the logged-in tab, run JavaScript on the page and keep artifacts in the session, released under an MIT license and reached 2,906 stars 25 days after the first commit. (Source: GitHub) https://reveneau.com/ainews/visa-mastercard-paypal-stripe-google-agentic-commerce-documentation-gaps-sej https://reveneau.com/ainews/visa-mastercard-paypal-stripe-google-agentic-commerce-documentation-gaps-sej Mon, 21 Sep 2026 18:05:00 +0000 Go-to-market Slobodan Manic read every published agentic commerce document from Visa, Mastercard, PayPal, Stripe and Google and reports that Google is the only one that names live merchants, that only Stripe publishes a version number, and that not one of the five states who is liable when an agent gets a purchase wrong. (Source: Search Engine Journal) https://reveneau.com/ainews/university-pennsylvania-northeastern-google-ai-mode-clicks-1100-user-study https://reveneau.com/ainews/university-pennsylvania-northeastern-google-ai-mode-clicks-1100-user-study Mon, 21 Sep 2026 17:50:00 +0000 Go-to-market A preregistered study of 1,100 tracked users at the University of Pennsylvania and Northeastern reports that Google's AI Mode sent fewer clicks to publishers than a plain search page, and that users assigned to AI Mode were more likely to switch to Bing, DuckDuckGo or Yahoo. (Source: Search Engine Journal) https://reveneau.com/ainews/amazon-blocks-meta-muse-ai-agent-shopping-identifies-itself https://reveneau.com/ainews/amazon-blocks-meta-muse-ai-agent-shopping-identifies-itself Mon, 21 Sep 2026 17:35:00 +0000 Models & agents Amazon started blocking Meta's Muse AI agent from shopping on Amazon.com on Sunday and told The Verge and GeekWire the agent did not identify itself, did not ask permission, and appeared to capture customer credentials. (Source: The Verge) https://reveneau.com/ainews/pulse-macos-floating-monitor-claude-code-codex-cursor-copilot-quotas-407-stars https://reveneau.com/ainews/pulse-macos-floating-monitor-claude-code-codex-cursor-copilot-quotas-407-stars Mon, 21 Sep 2026 17:20:00 +0000 Dev tools Pulse is an Apple Silicon and Intel macOS menu-bar app that reads your remaining Claude Code, Codex, Cursor, GitHub Copilot and 16 other AI coding quotas from each service's own client routes and shows them as coloured rings on the screen edge. (Source: qunqin24 on GitHub) https://reveneau.com/ainews/zai-zcode-open-source-apache-2-5215-stars-24-hours-github https://reveneau.com/ainews/zai-zcode-open-source-apache-2-5215-stars-24-hours-github Mon, 21 Sep 2026 15:45:00 +0000 Open source Beijing Zhipu Huazhang (Z.ai) published the full source of its ZCode coding agent to GitHub on 2026-09-20 under Apache-2.0, covering desktop, browser and terminal clients plus the agent runtime, and the repository gained 5,215 stars and 1,477 forks inside 24 hours. (Source: zai-org (GitHub)) https://reveneau.com/ainews/lighthouse-13-5-agent-resource-discovery-audit-well-known-ard-json https://reveneau.com/ainews/lighthouse-13-5-agent-resource-discovery-audit-well-known-ard-json Mon, 21 Sep 2026 15:15:00 +0000 Infrastructure Lighthouse 13.5, released on 2026-09-18, adds an Agentic Resource Discovery audit that looks for a machine-readable catalog for AI agents at /.well-known/ai-catalog.json, and groups it with the llms.txt audit under a new "agent discovery" section. (Source: Google Chrome (Lighthouse)) https://reveneau.com/ainews/cloudflare-python-workers-general-availability-fastapi-django-flask-hyperdrive https://reveneau.com/ainews/cloudflare-python-workers-general-availability-fastapi-django-flask-hyperdrive Mon, 21 Sep 2026 15:00:00 +0000 Infrastructure Cloudflare moved Python Workers to general availability on 2026-09-21, with native support for FastAPI, Django and Flask, and a TCP socket layer that lets Hyperdrive connect Workers to Postgres and MySQL from Python. (Source: Cloudflare) https://reveneau.com/ainews/xai-grok-bot-team-72-hour-build-playbooks-agents-md-40-antipatterns https://reveneau.com/ainews/xai-grok-bot-team-72-hour-build-playbooks-agents-md-40-antipatterns Mon, 21 Sep 2026 03:20:00 +0000 Productivity Three engineers from the xAI Grok Bot team published the AGENTS.md, role playbooks and failure log they used to build and launch a product from an empty repo in 72 hours, live on stream, as an MIT repo that any team can copy. (Source: unicodef1wn/grokbot-field-notes) https://reveneau.com/ainews/breeze-tts-2-open-weight-english-chinese-40ms-first-audio-h100 https://reveneau.com/ainews/breeze-tts-2-open-weight-english-chinese-40ms-first-audio-h100 Mon, 21 Sep 2026 02:30:00 +0000 Models & agents BreezeBlue released Breeze TTS 2 on 2026-08-25, a single English and Chinese text-to-speech model the project says reaches 40 milliseconds to first audio and 0.32 real-time factor on an H100, with the inference code under Apache-2.0 and the weights under a non-commercial licence. (Source: BreezeBlue) https://reveneau.com/ainews/google-ax-open-agentic-orchestrator-yaml-tasks-redis-2988-stars https://reveneau.com/ainews/google-ax-open-agentic-orchestrator-yaml-tasks-redis-2988-stars Mon, 21 Sep 2026 00:20:00 +0000 Dev tools Google published ax, a Kubernetes-style orchestrator that lets a developer declare agentic tasks in YAML and run billions per cluster, with sandboxing, network fencing and suspend and resume. (Source: GitHub) https://reveneau.com/ainews/qwen-image-2-1-open-weights-transparent-rgba-10-reference-images-day-zero https://reveneau.com/ainews/qwen-image-2-1-open-weights-transparent-rgba-10-reference-images-day-zero Sun, 20 Sep 2026 20:35:00 +0000 Models & agents The Qwen team released Qwen-Image-2.1 on 20 September, a 7B-parameter open-weights image model with native transparent RGBA output, up to 10 reference images per prompt, and day-zero support in Diffusers, ComfyUI, vLLM-Omni and SGLang. (Source: QwenLM) https://reveneau.com/ainews/openai-obi-cookie-cross-site-tracking-chatgpt-advertisers-buchodi https://reveneau.com/ainews/openai-obi-cookie-cross-site-tracking-chatgpt-advertisers-buchodi Sun, 20 Sep 2026 20:20:00 +0000 Infrastructure A security researcher writing as Buchodi's Threat Intel reports that ChatGPT sets a cookie called __obi on openai.com, and OpenAI's ad-conversion pixel installed on ordinary websites sends that cookie back with the page you are on. (Source: Buchodi's Threat Intel) https://reveneau.com/ainews/underclass-ghuntley-pool-chatgpt-codex-copilot-subscriptions-openai-proxy https://reveneau.com/ainews/underclass-ghuntley-pool-chatgpt-codex-copilot-subscriptions-openai-proxy Sun, 20 Sep 2026 19:20:00 +0000 Dev tools Geoffrey Huntley's new MIT-licensed Rust proxy exposes a single OpenAI-compatible endpoint that fans requests across a pool of personal ChatGPT Codex and GitHub Copilot subscriptions, with sticky sessions to keep prompt caches warm. (Source: GitHub) https://reveneau.com/ainews/pirateface-hugging-face-mirror-magnet-links-checksum-verified-swarm https://reveneau.com/ainews/pirateface-hugging-face-mirror-magnet-links-checksum-verified-swarm Sun, 20 Sep 2026 17:20:00 +0000 Open source Pirate Face launched a peer-to-peer mirror that turns every open Hugging Face model into a magnet link, with the official SHA-256 built into every file so downloads stay verifiable if the original is ever removed. (Source: Pirate Face) https://reveneau.com/ainews/concat-open-source-capcut-alternative-rust-2987-stars https://reveneau.com/ainews/concat-open-source-capcut-alternative-rust-2987-stars Sun, 20 Sep 2026 16:20:00 +0000 Open source Concat, an AGPL-licensed Rust video editor built as a local, on-device CapCut alternative with auto-captions and text-to-speech, reached 2,987 stars in the 26 days after its first public commit and shipped v0.2.3 yesterday. (Source: GitHub) https://reveneau.com/ainews/geo-sleuth-agent-skill-locate-photo-two-metres-osm-skylines-189-stars https://reveneau.com/ainews/geo-sleuth-agent-skill-locate-photo-two-metres-osm-skylines-189-stars Sun, 20 Sep 2026 15:40:00 +0000 Open source An MIT-licensed agent skill called geo-sleuth locates photos by matching pier spacing, shadows and skyline geometry against OpenStreetMap and elevation data, and reached 189 stars in two days across Claude Code, Codex, Cursor, Gemini CLI, OpenCode and GitHub Copilot. (Source: GitHub) https://reveneau.com/ainews/cometixcode-rust-reimplementation-claude-code-tui-292-stars-seven-hours https://reveneau.com/ainews/cometixcode-rust-reimplementation-claude-code-tui-292-stars-seven-hours Sun, 20 Sep 2026 15:20:00 +0000 Open source An unofficial Rust port of Anthropic's Claude Code terminal UI appeared on GitHub this morning under AGPL-3.0, follows the original file by file on the iocraft TUI framework, and drew 292 stars in its first six hours. (Source: GitHub) https://reveneau.com/ainews/alibaba-open-code-review-cli-hybrid-deterministic-llm-aacr-bench-38k-stars https://reveneau.com/ainews/alibaba-open-code-review-cli-hybrid-deterministic-llm-aacr-bench-38k-stars Sun, 20 Sep 2026 12:20:00 +0000 Dev tools Alibaba open-sourced Open Code Review under Apache-2.0, a CLI that pairs deterministic file selection and rule matching with an LLM agent and, on the company's own AACR-Bench, uses one-ninth the tokens of a general-purpose coding agent for the same review. (Source: Alibaba) https://reveneau.com/ainews/jetbrains-junie-demo-mode-pr-video-1500-prs-2100-videos https://reveneau.com/ainews/jetbrains-junie-demo-mode-pr-video-1500-prs-2100-videos Sun, 20 Sep 2026 10:35:00 +0000 Dev tools JetBrains added a /demo mode to its Junie CLI on September 18 that builds a project, drives its UI, and produces an HTML report with screenshots and a video for a pull request. (Source: JetBrains Blog) https://reveneau.com/ainews/google-adk-kotlin-1-0-android-agents-on-device-inference https://reveneau.com/ainews/google-adk-kotlin-1-0-android-agents-on-device-inference Sun, 20 Sep 2026 10:20:00 +0000 Models & agents Google released the Agent Development Kit for Kotlin 1.0 on September 9, giving Android and JVM developers a production framework that runs agents on-device or in the cloud. (Source: Google Developers Blog) https://reveneau.com/ainews/splash-apple-silicon-inference-engine-qwen-two-times-decode-282ms-first-token https://reveneau.com/ainews/splash-apple-silicon-inference-engine-qwen-two-times-decode-282ms-first-token Sun, 20 Sep 2026 07:20:00 +0000 Infrastructure Inco AI released Splash on 17 September, a local LLM server for Apple silicon Macs that ships two prepacked Qwen models with their own draft models and precompiled Metal kernels, and reached 355 GitHub stars in the first two days. (Source: Inco AI) https://reveneau.com/ainews/pgjev-postgres-extension-natural-language-sql-jev-typesafe-220-stars https://reveneau.com/ainews/pgjev-postgres-extension-natural-language-sql-jev-typesafe-220-stars Sun, 20 Sep 2026 04:40:00 +0000 Dev tools pg-jev is an open-source PostgreSQL extension that lets a SELECT statement filter, rank or classify rows with a plain-language condition, judged by TypeSafe's Jev model with calibrated probabilities and no embeddings. (Source: GitHub) https://reveneau.com/ainews/planetscale-lead-postgres-text-search-tin-testing-extension-131-stars https://reveneau.com/ainews/planetscale-lead-postgres-text-search-tin-testing-extension-131-stars Sun, 20 Sep 2026 04:25:00 +0000 Dev tools PlanetScale released Lead, an open-source Postgres extension that runs the same TINQL search queries as Tin, so developers and CI can exercise their production SQL without a Tin cluster. (Source: GitHub) https://reveneau.com/ainews/indada-repopilot-verification-driven-codex-sdk-152-stars https://reveneau.com/ainews/indada-repopilot-verification-driven-codex-sdk-152-stars Sun, 20 Sep 2026 02:20:00 +0000 Dev tools RepoPilot is a self-hosted agent that reads a GitHub Issue, writes a failing test with the OpenAI Codex SDK, asks Codex to repair the code, and only opens a draft pull request when the frozen test passes on the fix and still fails on the base. (Source: GitHub) https://reveneau.com/ainews/openhiggsfield-self-hosted-image-video-studio-38-models-3329-stars https://reveneau.com/ainews/openhiggsfield-self-hosted-image-video-studio-38-models-3329-stars Sun, 20 Sep 2026 01:40:00 +0000 Open source OpenHiggsfield is a self-hosted Next.js studio that drives 38 image and video models from one prompt bar, positioned as a free open-source alternative to the Higgsfield AI subscription. (Source: OpenHiggsfield AI) https://reveneau.com/ainews/blitzstrike-mcp-pentest-live-verify-638-stars https://reveneau.com/ainews/blitzstrike-mcp-pentest-live-verify-638-stars Sun, 20 Sep 2026 01:30:00 +0000 Dev tools Blitz Strike is a Model Context Protocol server that packages a three-tier security audit method and refuses to report a finding until a live HTTP test with a marker plus a negative control confirms it. (Source: Blitz Strike) https://reveneau.com/ainews/bespoke-nimble-9b-open-jev-alternative-90-12-percent-460-stars https://reveneau.com/ainews/bespoke-nimble-9b-open-jev-alternative-90-12-percent-460-stars Sun, 20 Sep 2026 01:20:00 +0000 Open source Bespoke Labs published Bespoke Nimble, a 9B open-source typed-decision model trained to match Jev, with the full training data, recipe and weights on GitHub and Hugging Face. (Source: Bespoke Labs) https://reveneau.com/ainews/cua-s1-forms-706k-parameter-computer-use-decision-model-open-source https://reveneau.com/ainews/cua-s1-forms-706k-parameter-computer-use-decision-model-open-source Sat, 19 Sep 2026 23:35:00 +0000 Open source Cua released CUA-S1-FORMS, a 706k-parameter, 2.8 MB open-source specialist model that scores one form field at a time and does nothing else, as the first of a planned family of small computer-use decision models. (Source: Cua on GitHub) https://reveneau.com/ainews/planetscale-tin-postgres-full-text-search-extension-ga-lead-open-source https://reveneau.com/ainews/planetscale-tin-postgres-full-text-search-extension-ga-lead-open-source Sat, 19 Sep 2026 23:20:00 +0000 Dev tools PlanetScale published TIN on 16 September as a general-availability full-text search extension for Postgres and its Neki platform, and released Lead as an AGPL-3.0 companion that lets developers exercise the same SQL locally without paying for the managed engine. (Source: PlanetScale) https://reveneau.com/ainews/jaredpalmer-kev-open-source-jev-alternative-macbook-qwen-409-stars https://reveneau.com/ainews/jaredpalmer-kev-open-source-jev-alternative-macbook-qwen-409-stars Sat, 19 Sep 2026 17:20:00 +0000 Open source Jared Palmer's new Apache-2.0 project kev builds a Jev-style typed decision model on top of Qwen with a LoRA adapter, ships four checkpoints from 0.5B to 8B on Hugging Face, and scores them on the same frozen suites against the real TypeSafe Jev. (Source: jaredpalmer on GitHub) https://reveneau.com/ainews/abide-coldteadotai-claude-code-codex-opencode-rule-enforcer-125-stars https://reveneau.com/ainews/abide-coldteadotai-claude-code-codex-opencode-rule-enforcer-125-stars Sat, 19 Sep 2026 16:20:00 +0000 Dev tools Abide is a new MIT-licensed hook layer for Claude Code, Codex and OpenCode that reads AGENTS.md and CLAUDE.md, asks TypeSafe's Jev decision model one question per rule after each edit, and tells the agent to repair the file when a rule is broken. (Source: coldteadotai on GitHub) https://reveneau.com/ainews/laya-convai-open-source-jev-alternative-32-milliseconds-bidirectional-encoder https://reveneau.com/ainews/laya-convai-open-source-jev-alternative-32-milliseconds-bidirectional-encoder Sat, 19 Sep 2026 15:20:00 +0000 Models & agents ConvAI Innovations released Laya, an Apache-2.0 decision model that outputs a probability over a fixed schema instead of text, and the repository has gained 713 stars in one day. (Source: ConvAI Innovations) https://reveneau.com/ainews/beyondseo-open-source-seo-skill-claude-code-codex-90-stars https://reveneau.com/ainews/beyondseo-open-source-seo-skill-claude-code-codex-90-stars Sat, 19 Sep 2026 14:20:00 +0000 Open source BeyondSEO is an MIT-licensed Python crawler plus a portable SKILL.md that runs inside Claude Code, Codex, Claude Desktop and ChatGPT Work to do technical SEO, answer readiness, entity, backlink and competitor work with no third-party SEO API. The repository was first pushed on 13 September and reached 90 stars and 24 forks in six days. (Source: GitHub) https://reveneau.com/ainews/vercel-hobby-deployment-retention-immediate-delete-3-recent-10gb https://reveneau.com/ainews/vercel-hobby-deployment-retention-immediate-delete-3-recent-10gb Sat, 19 Sep 2026 13:20:00 +0000 Infrastructure Vercel changed the Hobby free tier retention rules on 16 September. Hobby teams that exceed the 10GB Deployment Storage limit now have older, unprotected deployments deleted immediately instead of after 30 days, and every Hobby project keeps 3 recent production deployments plus 3 recent deployments of any type rather than the previous 10. (Source: Vercel)