AI and software engineering, as it happens.
Block has released Berd, an open-source desktop app for working with AI agents built on Tauri 2, React 19, and the Goose backend, and the repository has picked up 868 stars in its first month.
Cole Medin has released AI Software Factory, a repository that takes GitHub issues in and ships merged pull requests out with nobody reading the diff, using a doctor script that refuses to raise the autonomy dial until specific evidence exists.
DonSeTch is a Rust binary that gives any MCP-capable coding agent web fetch, search, and crawl through three tools with no API keys, and the repository has picked up 582 stars in its first month.
Armature ran 16,893 sandboxed sessions across Claude Code, Codex, and Cursor on 75 repositories to see which third-party tools each agent installs, and the three agents agreed on the same pick in only 42 percent of categories.
Rabah Shihab ported his 1993 Amiga game Babylonian Twins to Godot by having Claude Fable read the original 68000 assembly and rebuild 72,758 lines across 26 files into a byte-identical binary.
Wake is a new MIT-licensed desktop app that indexes coding agent transcripts from 15 tools including Claude Code, Codex CLI, Cursor, and Gemini CLI into one searchable interface, and the repository has picked up 731 stars.
ARC Prize published cost and score numbers for OpenAI's new GPT-6 Astra on ARC-AGI-3 across two harnesses and six reasoning levels, and the same model spans from 17.5 percent to 99.9 percent depending on the configuration around it.
A single npm package can now carry more than one trusted publishing configuration, so a maintainer no longer has to keep a long-lived token for the release paths that OIDC could not previously cover.
Cloudflare opened early access to Vulnerability Discovery and Remediation, an invitation-only service inside Managed Defense that pairs source code review by OpenAI Daybreak models with live WAF and traffic data to rank findings and draft both a code patch and an edge rule.
An open-source project called terminal-code, from zenbu-labs, embeds a real VS Code window inside a terminal by combining code-server with a browser that renders through the kitty graphics protocol, and has picked up 1,868 stars since it was created on 8 August.
GitHub Copilot will remove Gemini 3.5 Flash, Gemini 3.6 Flash, Kimi K2.7 Code, and Claude Opus 4.7 from Copilot Chat, inline edits, ask mode, agent mode, and code completions on 2 October, with named replacement models for each.
Shopify says its production Sidekick GraphQL agent now runs on a 1,500-token compressed prompt learned by knowledge distillation, with a 4:1 reduction, no drop in prediction quality, and 14 percent fewer GPUs serving the same traffic.
Google's John Mueller told a site owner on Reddit that fixing what triggered a large algorithmic ranking loss does not bring rankings back quickly, and that recovery from a broader spam update can take many months.
A study of 7,387 citations that ChatGPT, Perplexity, Claude, and Gemini gave to 170 B2B evaluation prompts found that product pages accounted for 24.1 percent of the sources, and Reddit, YouTube and forums together for 4.2 percent.
The PGP key that signs GitHub CLI Linux packages expires on 5 September 2026, and any apt or rpm install that has not picked up the replacement key will fail signature checks the moment the next release ships.
JetBrains has added an agent skill to CLion 2026.2.2 that reads ARM Cortex-M fault registers, walks the stacked exception frame, and points at the code that caused a hard fault.
Hugging Face published a training recipe that uses TRL and OpenEnv to teach a coding model to paint watercolours in JavaScript, judged by a pairwise vision model and a preference scorer instead of a verifiable metric.
JetBrains has shipped Kotlin Toolchain 0.12 with multiplatform library publishing, a preview of Wasm applications, and Compose Hot Reload from the command line.
GitHub is reopening Copilot Business and Enterprise signups for credit-card and PayPal customers, and from 1 October every assigned seat is billed upfront before the user can use Copilot.
SEO researchers Gagan Ghotra and Glenn Gabe say Google's AI Mode is returning far fewer links or citations since it started using Gemini 3.8 Flash, based on side-by-side comparisons against the default model.
Hugging Face published a walkthrough showing Liquid AI's 350M model gaining 13.9 points on JSON output compliance after 100 GRPO steps on 500 samples, cheap enough to run on a free Colab GPU.
Nvidia announced PAIR at IFA 2026, a free open-source tool that discovers RTX PCs, DGX Spark units and Apple Silicon Macs on a local network and routes AI inference to whichever machine has capacity.
GitHub has moved Copilot content exclusions to general availability in the Copilot app and CLI, letting Business and Enterprise admins keep named files out of the model's context.
Nvidia has agreed to acquire Hugging Face for $12.93 billion, and says the platform will keep its brand, stay multi-cloud, and continue supporting open weights across the ecosystem.
SEO Landing is an agent skill that gives Claude Code, Cursor, Codex and six other coding agents a technical SEO checklist targeting a 100/100 PageSpeed score, a 15 KB JavaScript budget, and Core Web Vitals inside the green thresholds, at 136 stars in its first week on GitHub.
NorthCinder is a local-first MCP server that lets an AI agent compare products across five marketplaces and requires human approval before a purchase goes through, at 1,219 stars in its first 17 days on GitHub.
Hugging Face has published Funes, an Apache 2.0 memory layer for coding agents that indexes past sessions locally and lets a new session recall passages from them, and reports it was 8x cheaper than a written handoff on one of its own benchmark tasks.
A new study from Productrise finds that only 1.28 percent of the products shown in Google's shopping carousel also appear in AI Mode for the same query, and when they do overlap, AI Mode shows prices that are on average 21.6 percent higher.
A new open-source RE toolkit, reverify, uses deterministic parsers and emulators as the judge for AI-proposed hypotheses about a binary, and has 662 stars in the three days since it was created.
Rakazo is a self-hosted platform for persistent AI teammates with bring-your-own-model credentials and isolated computer sandboxes, and has picked up 1,822 GitHub stars in the three weeks since it was created.