txcript is a library and CLI tool that enables users to transfer AI chat sessions between different coding agents like Claude Code, Codex, and Cursor, preserving messages, reasoning, and tool history. It provides Rust and JavaScript APIs, supports multiple agents, and allows session searching, viewing, editing, and exporting across platforms.
A study of 85 open-source projects publishing OpenAPI specs found 95% lack breaking-change detection tools, yet 67% of projects that shipped consumer-visible breaking changes disclosed them clearly in release notes. The research discovered that most API maintainers communicate breaking changes responsibly despite the absence of automated compatibility gates.
Claude Code can run open models from Token Factory by using nebiusrelay, a local proxy that translates between Anthropic Messages API and OpenAI-compatible formats. The setup allows using models like Kimi K2.7 Code with Claude Code unchanged, requiring only environment configuration and a simple command-line flag.
This article explains how AI tool calling works: a model receives a list of allowed functions, requests one by emitting structured JSON, your program executes it and returns results, then the loop repeats. The author demonstrates this four-step cycle with runnable 40-line code examples in JavaScript and Python using the Anthropic API.
Google introduces Gemini 3.8 Live and 3.8 Live Extended Thinking, two new AI models designed for real-time voice conversations and complex reasoning tasks. The models deliver near real-time processing, multi-language support, and tool execution capabilities, with 3.8 Live Extended Thinking achieving top scores on Speech to Speech Quality benchmarks while maintaining competitive pricing.
Wikipedia deployed its page previews feature to English Wikipedia after years of development involving extensive testing, community consultation, and technical refinement. The feature displays preview content on link hover and required building new APIs to render HTML summaries efficiently. Documentation covers product requirements, design decisions, engineering architecture, and the resolution of complex technical challenges including a Firefox browser bug.
OpenRouter routes API requests to cost-effective backend providers, but Mohamed Moustafa highlights inconsistencies: different providers use varying serving software, with some lacking vision capabilities or handling reasoning options differently. Users can control routing with the provider.only option and check available providers via the /endpoints method.
Airspace is a TypeScript client library for Bluesky that lets developers define and manage data schemas using lexicons, with built-in support for drafts, publishing, and typed access to personal data repositories without running a separate database.
Researchers at UC Santa Barbara discovered that LLM API routers used to reduce costs and balance loads are vulnerable to man-in-the-middle attacks. They found that 9 routers inject malicious code into AI responses and 17 steal credentials, with autonomous agent execution enabling immediate code exploitation without human approval.
ClickHouse 26.8 enables building streaming HTTP APIs using named HTTP handlers and result modification features, eliminating the need for a separate API layer for simple query exposure. The post demonstrates this approach using the UK property prices dataset, which contains 30+ million property transactions since 1995 and occupies 339 MB of disk space.
Pivotick v2.0.0 introduces pivot functionality for graph enrichment with candidate review before committing results, adds full undo/redo support across all canvas operations, and enables saving pivot results back to source systems while tracking changes to prevent duplication.
ChainLedgerAI is an API that provides on-demand analytics for Ethereum wallet addresses, delivering transaction counts, volume, counterparties, and activity patterns through a single API call instead of requiring manual BigQuery queries or block explorer navigation. The tool addresses the scalability challenge analysts face when repeatedly analyzing multiple addresses by offering standardized, point-in-time summaries with optional AI-generated plain-English narratives of on-chain activity.
Coost v4.0.0 is a major release that raises the minimum C++ standard to C++17, removes high-maintenance modules (dynamic libraries, hooks, HTTP/SSL components, fastring, fastream, and coroutine channels), and adds support for Windows ARM64 and FreeBSD platforms. Core components have been optimized and consolidated into the co namespace with improved APIs and performance improvements across logging, closures, synchronization primitives, and other utilities.
CrofAI, presented as an independent inference provider, is revealed to be an OpenRouter wrapper that silently routes requested models to cheaper or weaker alternatives like DeepSeek V4 Flash and GLM 5.3 Flash, explaining its low prices. Evidence includes tool acceptance patterns, model routing logs, and GitHub attestations from multiple dates showing consistent model substitution across dozens of models.
Anthropic reduced Fable 5.1's cache read price to $0.25 per million tokens, making it cheaper than Opus 5 for reads but more expensive for writes and output. The analysis determines that Fable 5.1 becomes cost-effective compared to Opus 5 after approximately 108 API calls with sufficient cached context, with a break-even point of roughly 250 minutes for cache refresh intervals.
Jellyfin 12.0 is a major release requiring database backups before upgrade, with direct upgrade paths from 10.10.7 and 10.11.x. The release includes significant server improvements, new features like multiple episode versions and search provider extensibility, and breaking changes including removal of legacy API routes and global subtitle configuration.
Quay.io experienced an outage affecting image push and pull operations. The service was placed in read-only mode with only pulls available while engineers implemented a fix for the identified issue.
Micro Mock is a VS Code extension that instantly creates a local OpenAPI 3.x mock server with chaos testing capabilities (error injection, latency simulation) by right-clicking a spec file. It features live reload, endpoint browsing, built-in request testing, and request history tracking—all running locally without cloud dependencies.
Instabooks offers read-only PostgreSQL access to QuickBooks Online data, enabling SQL queries on ledger-backed financial information including transactions, accounts, customers, and vendors. Users can connect via any Postgres client using credentials generated in Instabooks settings, with TLS encryption required for all connections.
Flux is an HTTP gateway that connects Telegram accounts via MTProto and exposes them through a REST API, real-time SSE streams, and signed webhooks. Built on NestJS, Prisma, PostgreSQL, and Redis, it manages multiple Telegram instances with a Vue 3 dashboard, supporting message operations, media handling, and durable event delivery with HMAC-signed webhook payloads.