A Vienna-based founder running Postservice.at through Claude Code built a "How I fool myself" section in the project's CLAUDE.md that logs every agent error with its date and root cause, and each new …
A developer built six retrieval pipelines over 2,951 Wikipedia articles in TigerGraph Savanna and benchmarked them on 100 questions using gemini-3.1-flash-lite, finding that an agentic architecture al…
A developer-authored guide argues that offline-first architecture, not AI, should be the foundation of field service app development, with device databases acting as a working source of truth, durable…
A developer built an open-source tool called receipts that reverts each fix in a change and re-runs its tests to determine whether the tests actually fail on the old code, then applied it to 81 mainta…
Weio, Inc., a Santa Barbara company where AI agents do most of the work, built a generator that turns a 10-field JSON spec into a phone-first preview of a small business's homepage before any quote is…
The APX local agent runtime refuses to guess when it encounters an unrecognized autonomy value, dropping the invalid field so the agent inherits the project baseline instead of silently widening tool …
A developer detailed the ChimerAI stack's approach to treating prompts as database-backed data rather than code, using a PromptTemplate model with Mustache-style variables, per-category defaults, and …
A developer built Greek Invented Words, a Kaggle benchmarking submission that sends 100 short Greek prompts to 15 language models and scores answers without an LLM judge, using native-speaker verdicts…
A developer published a checklist of 10 anti-patterns that cause AI agent tasks to fail, arguing that most breakdowns trace back to the task brief rather than the model. The list pairs each failure mo…
A developer has released a free, stateless MCP server at https://weio.ai/mcp that diagnoses whether a website's HTTPS actually works, returning structured results for certificate problems like expiry,…
A developer published a selection framework for choosing between OpenAI's GPT-6 Sol, GPT-6.1 Sol, and GPT-6 Astra for coding agents, comparing API IDs, Standard pricing, caching rates, context limits,…
A developer working with IBM Bob as a coding agent found that tests written by agents often pass regardless of whether the code works, and proposes a set of instruction-file rules plus a post-green ch…
A developer built PlainToolbox, a collection of 175+ browser-only tools (calculators, converters, text utilities and generators) using Next.js, with each tool defined as a single object whose pure run…
A developer outlined a workflow for automating Git commit message generation using a custom AI prompt that enforces the Conventional Commits specification. The approach uses a conceptual command-line …
A developer ran the open-source decision model Kev locally on Apple Silicon, testing the Kev-0.5B, 0.6B, 0.8B, and 4B checkpoints on a shared support-ticket workload and comparing their probability di…
A solo technical founder at Vayqube Technologies has handed his entire go-to-market operation to a persistent AI agent, Meta's personal AI "Muse," which runs scheduled daily jobs to prospect leads, dr…
A developer at LogicLoop described a production hybrid-search RAG pipeline that runs BM25 keyword retrieval in Elasticsearch alongside dense vector retrieval in pgvector and fuses normalized scores, r…
A developer with over a year of production AI agent experience published a FastAPI and OpenAI SDK implementation pattern covering the core request loop, function-calling tool use, and Redis-backed sta…
A developer demonstrated that raw closing-price data can fabricate a 94.9% one-day crash in Amazon (AMZN) shares between June 3 and June 6, 2022, when the actual event was a 20-for-1 stock split. Usin…
A developer built a 40-line Python detector that scores text as AI-generated using burstiness (coefficient of variation in sentence length) and repeated n-grams, and reported that it fails in three wa…