A developer built BillSahi, a tool that photographs a small Indian shop's supplier bills and checks each line against official HSN headings and GST notification rates, with all arithmetic handled in c…
Anthropic researchers, led by Andi Gu under the company's STEM Fellows Program, reported that Claude designed quantum circuits outperforming the best published human designs for eight real-world appli…
An arXiv pre-print (2610.22200) published on 15 Oct 2026 introduced OpenGCUA, an open-source stack for general-purpose computer-use agents that handles GUI, CLI and vision-driven tasks across Windows,…
A developer maintaining a pinyin chart site found that Bing indexed the page as containing only four syllables because the 199-syllable table was rendered client-side, leaving crawlers with an empty t…
A developer built an offline prescription-reading system for a neighbourhood pharmacy in India that runs gemma3:4b locally on a shop laptop with no network connection, pairing OCR with a confidence ga…
A developer building ClonePeek, a read-only Python scanner that audits repository configuration without executing project code, found that its optional --changed-since flag could trigger repository-de…
A developer released provLedger, an MIT-licensed Claude Code plugin that maintains a per-project decision ledger, recording the reasoning behind each change separately from the agent's own interpretat…
A developer published a set of 12 Cursor project rules designed to steer AI coding assistants away from outdated FastAPI patterns such as `.dict()`, `orm_mode`, `session.query()` and SQLite-based test…
A developer published a small local HTTP server that mimics an LLM chat-completions endpoint and returns a configurable failure schedule, letting engineers exercise retry branches for 429s, 500s and t…
A developer audited a two-van plumbing firm's phone log and found 34 missed calls in one week, 11 of them new jobs that went to competitors, then designed a home-services AI agent that triages emergen…
A developer outlined a design for a WISMO ("where is my order") support agent for small shops, based on a nine-person kitchenware store where 390 of 640 tickets over four weeks were order-status queri…
Apex AI Academy, an AI academy run by a team of agents with a human auditor, shipped a remote MCP server at apexai.academy/mcp implementing protocol version 2025-06-18 over streamable HTTP, with GET r…
A developer demonstrated that the open-source NeuralCodec-8K model, which replaces traditional motion estimation, DCT quantization and CABAC entropy coding with learned transformer and diffusion-based…
A developer behind schemagate, an open-source text-to-SQL access-control tool, ran the project against a public role-based-access-control benchmark from a SIGMOD'27 paper and reported that it beat the…
A developer built LeakGoblin, a free, local-only command-line tool that scans and redacts API keys, tokens and passwords before text is pasted into AI tools. The tool was created after the developer n…
A team auditing its Claude Code agent found that 89 of 190 deep-reviewer subagent launches had graded drafts on the main session's exact model, defeating a written rule requiring a different model fam…
Giang Pham, maker of Pianory, built a score importer that validates uploads by content rather than filename, detecting ZIP-based .mxl archives by byte signature and resolving the actual score through …
A developer building an AI crypto trading engine described how a manually opened, unprotected BTWUSDT long position triggered an AttributeError in the position monitor's retroactive record logic, near…
A QA engineer argues that prompt injection should be treated as an ordinary bug and covered by automated tests, using Playwright Test to feed agents payloads that hide malicious instructions in white-…
A developer building a Claude Code status-pane plugin found that its budget display and the provider's console reported conflicting remaining balances ($189.20 versus $291.77) because the pane compare…