emrekmz · HN

Llmcanvas.chat Tree-based LLM chat on an infinite canvas

Belius · HN

Jovethra – prepaid OpenAI-compatible API with hard usage limits

@StevenJdotCom · X

One AI makes mistakes. Three catch each other's. AI Consensus runs your prompt through Claude, GPT and Gemini. They work it independently, then critique each other until they reach consensus — handing you an AI audited, combined answer.

bingus-bongo · HN

Use GLM-5.3 in Cursor today via tokengo API

u/HourRevolutionary666 · Reddit

Solo founder, first SaaS. Honestly not sure how to get from “it works” to “people use it” Okay so here’s where I actually am right now, not the polished version. Spent months building this on my own. It’s an AI/SaaS tool called Token Optimiser that trims unnecessary tokens out of prompts before they hit the model, so you pay less per call without losing what the prompt actually needs. It’s live at https://www.tokenoptimiser.com , I ran it through a proper benchmark to make sure the numbers

@ozgurozkan123 · X

You not only need abliterated model for offensive cybersecurity simulations you also need a good harness: made for this. Get your abliterated model API from configure below export CLAUDE_CONFIG_DIR="$HOME/.audncode-platform" export OPENCLAUDE_SKIP_AUTH=1 export CLAUDE_CODE_USE_OPENAI=1 export OPENAI_BASE_URL=" export OPENAI_API_KEY="<GET_API_KEY_FROM_platform_audn_ai>" export OPENAI_MODEL="necromicon" export OPENCLAUDE_AUTOCONTINUE=0 export OPENCLAUDE_AUTOCONTINUE_DECIDER=0 voila, you run on export const CYBER_RISK_INSTRUCTION = ⁠ IMPORTANT: Assist with security testing, defensive security, CTF challenges, and educational contexts, requests for destructive techniques, DoS attacks, mass targeting, supply chain compromise, or detection evasion for malicious purposes. Dual-use security tools (C2 frameworks, credential testing, exploit development), pentesting engagements, CTF competitions, security research, or defens

u/careerpivot_kai · Reddit

Found a nasty bug in my AI career tool: it was inventing fake analysis for files it couldn't actually read I built Rezycle.me a couple weeks ago — a free AI resume scan that flags automation risk and suggests career pivots. This week I found a bug that honestly worried me. If someone uploads a resume PDF that's actually a flattened image (no real text layer — happens with a lot of visual/Canva-style CV templates), the AI was still generating a full result. Score, keywords, "evidence quote

@why_deepanshux · X

I Just launched my first SaaS. Late night coding session, white board and my my markers knows what we built. Now it's world's turn. Please checkout Link below.

taylorgt · HN

Find every AI model your code calls and warn before it's retired

u/nategdd · Reddit

I published reproducible fixtures for a lossless AI text artifact scanner I built AI Text Watermark Remover to inspect copied AI text without rewriting visible words. It reports exact hidden Unicode code points, removes only supported literal artifacts locally, and does not claim that hidden characters prove AI authorship. I just published the browser compatibility fixtures, artifact coverage benchmark, self-hosted API, Docker image, and open-source scanner so the claims can be tested inste

thomasconway01 · HN

Conw.ai – Independent local AI platform and developer API

u/Ejboustany · Reddit

Knowing your build cost from a tokens formula The bigger the feature you are building, the more tokens you spend and how you can calculate the total cost of your build. You will also spend even more tokens making that feature proper and production ready. Say you want users to sign up, log in, verify their email and reset a forgotten password. Built properly it runs around 400,000 tokens. The formula I thought of is: tokens x $1,500 / 1,000,000 = price So those 400,000 tokens come ou