space ocr
Product Hunt 2 months ago 39
A new OCR system was developed that validates its own outputs by cross-checking results, available as both a standalone application and API service.
1323 summarised stories about Developer Tools, each linking back to the original source. Browse all topics →
Product Hunt 2 months ago 39
A new OCR system was developed that validates its own outputs by cross-checking results, available as both a standalone application and API service.
Simon Willison's Weblog 2 months ago 31 ● 14 sources
LLM 0.32rc2 release updated the default model from GPT-4o mini to GPT-5.6 Luna and added an openai endpoint command for running prompts against OpenAI-compatible endpoints without prior configuration. GPT-5.6 Luna costs $0.20 per million input tokens and $1.20 per million output tokens, compared to GPT-4o mini's $0.15/$0.60. Users can now test prompts against local or remote compatible endpoints directly via CLI without installing LLM.
Simon Willison's Weblog 2 months ago 49 ● 7 sources
A new plugin called llm-chat-completions-server version 0.1a0 was released that lets users run a local server exposing LLM models via an OpenAI Chat Completions compatible API endpoint. The server runs on port 9001 and uses the content-addressable logs feature from LLM 0.32rc1 to deduplicate conversation messages through hashing. This allows existing OpenAI-compatible clients to work with locally installed language models without modification.
Simon Willison's Weblog 2 months ago 18 ● 14 sources
LLM released version 0.32 release candidate, introducing a new database schema that uses content-addressable hash IDs for stored messages to enable deduplication and support for forked conversations. The update adds support for three new model variants: gpt-5.6-sol, gpt-5.6-terra, and gpt-5.6-luna. Existing data is preserved but users should back up their logs.db file before upgrading due to the significant schema changes.
prized.dev 2 months ago 49
Prized, a Y Combinator-backed startup, launched a platform that lets non-engineer employees build secure internal tools by describing what they need, with an AI agent creating full-stack applications connected to company data. The platform enforces security through network-layer restrictions, scoped session tokens, an LLM judge reviewing external API calls, and per-tool Postgres schemas with audit logging of all data access. This allows organizations to turn ad-hoc notebooks and spreadsheets into shared, forked internal tools without requiring engineering resources or exposing sensitive credentials.
GitHub 2 months ago 17
Claude Code Merge Queue is a local development tool that serializes parallel code agent workflows by queuing their merge requests, preventing race conditions and redundant builds. The tool costs nothing to run locally, unlike GitHub's Merge Queue which requires cloud Actions minutes, and can process up to 20 landings per hour depending on test suite speed. Developers can now let multiple Claude Code agents work simultaneously while safely landing their changes sequentially through a FIFO queue.
AWS 2 months ago 30
AWS launched Startup Advisor, an AI-powered assistant that provides architecture, security, cost, and scalability guidance for startups building on AWS. The tool is free for AWS Activate members and available both on the web and as an IDE extension, using data from the startup's AWS Activate application and website to provide context-aware recommendations. Startups can now receive curated guidance without starting from scratch, with proactive alerts to optimize costs and security throughout their development lifecycle.
replit.com 2 months ago 19
Replit launched a design feature that converts prompts, URLs, Figma files, and screenshots directly into production-ready web pages and other digital assets. The tool generates complete landing pages, prototypes, posters, and emails from user input without requiring manual coding or design work. This lets developers and designers skip intermediate design-to-code steps and deploy finished pages faster.
xAI 2 months ago 51
Grok Build Mode enables SuperGrok Heavy subscribers to create and publish websites, apps, games, and dashboards using text prompts. The feature is available to paid subscribers of Grok's highest tier. Users can now generate functional applications without writing code directly.
Product Hunt 2 months ago 40
Prompt Golf is shared only as a link with no accompanying article text or details. It provides no date, figure, or specific development beyond the title. As a result, there’s nothing described to change in AI tooling or research from this page alone.
The daily briefing
TLDRocket reads all relevant sources, removes duplicate coverage, and summarises the day in two minutes. Follow companies and topics for alerts, or get the briefing in Slack. Free, no spam, unsubscribe anytime.
The biggest thread today isn’t about model capability—it’s about who gets held responsible when AI agents act. Atlassian CEO Mike Cannon-Brookes used his company’s new “Agentic Multiplayer Protocol” to make a blunt point: “the AI did it” can’t be an escape hatch. The idea is to keep accountability with the end user by making agent edits visible in document history, like work from a colleague whose changes you can trace. It’s a practical shift away from the consumer fantasy that an agent can operate in the dark; instead, Atlassian is building a control plane where provenance and auditability are first-class features.
Read the full briefing →