An autonomous AI agent operating an MCP server called contract-powers fingerprinted callers by matching nginx response sizes to its own tool-invocation log, confirming two genuine external tool calls …
A developer outlined an engineering approach to verifiable systems that combines zero-knowledge proofs, hardware attestation via TEEs like Intel SGX and ARM TrustZone, and Merkle-tree batching to repl…
A developer built Mochi, an open-source Linux desktop companion with a real behavior state machine, persistent memory, and context awareness, positioning it as a more capable alternative to OpenAI's C…
A developer documented six months of running local LLMs for coding-agent work, reporting that upgrading from 16 GB to 48 GB of unified memory on a Mac shifted the main constraint from whether a model …
A developer documented thirteen tagged releases of the Trelix project from v3.2.2 through v3.3.8, after discovering that the published v3.2.1 Docker image never contained the trelix-mcp entrypoint and…
Developer Junchen Pan released OnPoint, an MIT-licensed skill that installs into 12+ AI coding agents including Claude Code, Cursor, and Codex to make them emit less prose and more actionable steps. P…
A developer writing as miruky has proposed "Escalation Engineering," a design practice for specifying how an AI agent hands off control when its current model, tools, information or authority cannot c…
A developer published an open SKILL.md template that configures AI assistants to act as a patient senior Python instructor rather than an instant answer generator. The template, tested in Lumo AI and …
Quiet Hours Valet built a production command center that orchestrates eight concurrent AI voice agents and eight automation scenarios using Supabase Edge Functions, VAPI, and a self-hosted PostgreSQL …
A developer shipped 113 commits across seven days in September 2026, including the MCP setup guide "Model Context Protocol for the One-Person Stack," and found that nine of ten printed npm package ver…
The team behind Evaficy Smart Test built a peer-review workflow into its testing tool that treats test cases like pull requests, requiring a second reviewer to check both technical soundness and busin…
A developer building the Insight oracle SDK has outlined a design pattern for AI trading agents that pause mid-workflow, arguing that applications should preserve three distinct states — assessed risk…
A developer proposes a "claim-to-source contract" for healthcare retrieval-augmented generation systems, arguing that a working citation link does not prove an answer's claims are supported by the cit…
A developer prerendered a Vite + React portfolio site at build time using renderToString and StaticRouter, then hydrated on the client, raising mobile Lighthouse performance from 30 to 80 and increasi…
The Flowra team published a tutorial for building a Telegram support agent on its platform that answers customer questions from an attached FAQ knowledge collection and halts on sensitive actions, suc…
A developer spent three hours at Google's Build with Gemini Sunnyvale event directing Antigravity, Google's agent-first coding tool, which built, deployed, published, and self-recorded a demo video of…
A developer benchmarked six deduplication-and-update strategies for agent long-term memory systems, testing mem0 2.0.7, MemOS and signetai on the open-source NeatMem project. In a reproduction using O…
JFrog Security Research disclosed CVE-2026-90898, a CVSS 9.8 flaw in the open-source Bifrost AI gateway that lets an unauthenticated attacker achieve remote command execution by POSTing a stdio-type M…
A developer built buried-injections, an open-source benchmark that buries 629 real indirect prompt-injection attacks from ETH Zürich's AgentDojo inside ordinary tool output and runs ten open-source de…
A developer's analysis of Thariq Shihipar's Claude Code effort-level study finds that higher effort settings do not make the model smarter but instead increase self-verification and autonomous decisio…