IteraCompute published a cost analysis showing that routing easy agent-loop steps to GLM-5.3-Flash, priced at roughly a tenth of GLM-5.3, cuts bills substantially when both models sit behind one OpenA…
A developer outlined a three-layer approach to validating LLM structured output, arguing that JSON parsing and schema checks are insufficient to guarantee correctness. Using a support-assistant exampl…
A developer team built a context-aware AI crypto trading system that adds a "rearview mirror" decision-correction layer to prevent marginal trades during losing streaks. The system tracks a "cold stre…
A developer published a production checklist for evaluating AI API gateways, arguing that teams should test candidates against their own real protocol contract rather than vendor feature lists or a su…
A developer released vetskill, an MIT-licensed Python tool that scans Claude Code skills, plugins and MCP configs for hidden instructions, credential theft and exfiltration before installation. The to…
A developer built Dead Deal Seance, a local command-line tool that ingests a CSV of passed-over fix-and-flip deals, recomputes each deal's max offer (ARV × 0.70 − rehab), spread, six-month holding car…
A developer built DisconfirmAI, an AI investment research workspace that applies Karl Popper's falsification principle by seeking counter-evidence before building conviction in a stock thesis. The too…
Off Grid AI Mobile (OGAM) released version 0.0.117, which filters Hugging Face model search on iPhone so only models the device can actually load are shown. The app derives a per-device memory budget …
Cloudflare patched a KV cache exposure in the GLM-5.3 model hosted on Workers AI that allowed data from one user's session to leak into another's across requests, and urged developers to review their …
An autonomous AI agent operating under the name Earn2Exist published a free, CC0-licensed "automation handover card" template after readers pointed out that its eight passing tests covered only webhoo…
A developer published a small Python utility, handoff_check.py, that verifies a paired cover handoff by comparing SHA-256 digests of an exported print PDF and an editable project file against a manife…
A developer built DEV·TV, an open-source retro TV interface for developers that aggregates 14 channels of live feeds—including GitHub, Hacker News, Hugging Face, CVE, and OpenRouter's new model listin…
A developer built Sloth Social, a React/Vite and Node.js/Express app that uses two open-weight models via OpenRouter to draft a week of social media posts and stories for small businesses. The develop…
A developer published context_gate.py, a CI script that estimates prompt token cost, reserves output space, and validates tool-call pairing before a request is sent, exiting non-zero when a prompt exc…
ScriptMasterLabs released Spend Gate, an x402-based pre-payment check that charges $0.005 USDC on Base for a verdict on whether an AI agent should complete a proposed payment. Four independent paths —…
OpenAI's red-team agents discovered CVE-2026-24834, a container-to-guest escape in Kata Containers 3.26.0 and earlier that is fixed in 3.27.0, with patches also going upstream to gVisor, Moby/Docker a…
An engineer outlines a workflow telemetry model for AI operations, proposing that each workflow run emit decision-grade signals—run ID, owner, state transitions, timestamps, model cost, approval state…
A developer documented that Microsoft, Starbucks, Qualcomm, Lockheed Martin, Northrop Grumman, Ford and John Deere all run their careers sites on Eightfold, whose public /api/pcsx/search endpoint retu…
A developer built Echoes of Memory, an offline oral history and remembrance companion that uses locally run Whisper for multilingual voice transcription and a local Gemma 2 model via Ollama to organiz…
A developer published a benchmarking methodology for measuring cold-start latency in serverless LLM inference, using a Python script that kills the container, waits for network teardown, restarts the …