GoKawiil
Tech News
A podcast network operator built an AI pipeline linking Claude Code and NotebookLM to automate social media production for over 25 shows, turning a full day of manual work into a background process. Rather than reducing overall workload, the time saved has been redirected into taking on additional projects and responsibilities.
The long-running Mayday Mysteries puzzle, referenced in a Phoenix Magazine piece on Arizona's 'da Vinci Code,' continues to attract a large following on a dedicated Facebook group. The group has now set up a physical PO Box in Spring, Texas, managed by a member named Robert Bannon, for mailing correspondence related to the mystery.
A hobbyist repurposed an idle LILYGO T5 4.7-inch e-paper module, built around an ESP32 chip, to create a static home dashboard using Claude Code. The device displays local temperature and humidity readings, curated tech news pulled from sources like Hacker News, and astronomical event data such as occultations and eclipses relevant to telescope observation.
Anthropic's Claude Code tool will now read an AGENTS.md file when a project lacks a CLAUDE.md file. This lets developers who already use the AGENTS.md convention for agent instructions get compatible behavior from Claude Code without creating a duplicate configuration file.
Natasha Singer's book 'Coding Kids' traces how Code.org and its founder Hadi Partovi convinced schools that coding was essential to economic survival, paving the way for tech companies to influence curricula. In an interview with The 74, Singer argues today's AI push by Microsoft, OpenAI, Anthropic and Google into classrooms mirrors that earlier coding campaign, despite growing public distrust of Big Tech.
Cognition has released Code Scans, a Devin AI feature that lets engineers state a broad goal—like improving SEO or reducing maintenance overhead—and have the system investigate the codebase, evaluate findings, and generate pull requests automatically. It uses an 'Agentic MapReduce' architecture, the same one behind Devin Security Swarm, splitting large investigations into parallel batches and merging results into a single report before creating PRs. Early testers, including Philips' informatics team, report a 96% PR merge rate and over 700 engineering hours saved during trials.
A new open-source tool called Orbital stores an AI coding project's context—goals, decisions, and in-progress files—locally rather than inside a single agent's session. This lets developers switch between tools like Claude Code, Codex, and Cursor mid-task without re-explaining prior work, and setup takes under five minutes using an existing API key.
Scry is a new search-over-the-web service built for AI agents, exposed through the Model Context Protocol as well as a direct HTTP API. Developers connect tools like Claude Code, Codex, or Cursor to a single MCP endpoint, authenticate via OAuth or an API key, and query a rolling crawl of high-information web pages using a SQL-like interface. The service also introduces congestion-based pricing tied to usage load.
Anthropic has rebuilt the 'projects' concept inside Claude Code, giving cloud-based sessions persistent threads, shared memory, and the ability for Claude to coordinate multiple parallel work streams on its own. The upgrade is initially limited to select Pro and Max subscribers using cloud sessions who have no existing projects, while local, terminal-based workflows are excluded from the new system entirely.
An essay draws a parallel between the historical shift in bridge construction from stonemasons hand-placing stone to carpenters building wooden forms for poured concrete, and today's shift in software development driven by AI code generation. The author argues developers are moving from directly writing code line-by-line, like stonemasons, to constructing structures such as tests, documentation and guardrails that shape what AI generates, akin to carpenters building molds.
CrowdSec disclosed that a leak of its private source code repositories occurred in May 2026 and was reported to the company on September 16. The exposed material includes SaaS console code, AWS routines, connectors, and CI/CD tokens, but excludes CrowdSec's public Security Engine software. The company found no evidence of leaked credentials, customer data, or login information, and believes the Tanstack supply-chain compromise was the likely entry point.
A TechCrunch reviewer spent two weeks using Tovala's connected oven and pre-portioned meal deliveries to see if the system could rival the ease of ordering takeout. The oven, priced at $299 or $349 for the Pro model with steam capability, automatically adjusts cooking modes when users scan a QR code tied to each meal. Results were mixed: some dishes impressed while others fell short of a traditional home-cooked meal.