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GPT-5
Stop repeating the same repo rules every session in codex.
**Caption**: Stop repeating the same repo rules every session. This one file gives Codex persistent instructions for how your project works. **Hashtags**: #AI #Codex #SoftwareEngineering #DevSwarm #OpenAI
New OpenAI Codex Update is INSANE!
Learn about the research stats that are shocking the industry—including the detection of over 10,000 high-severity issues—and see the step-by-step process of how the AI validates exploits before generating ready-to-merge patches.
Show HN: Memv – Memory for AI Agents
memv is an open-source Python library that gives AI agents persistent memory. Feed it conversations; it extracts knowledge.The extraction mechanism is predict-calibrate (Nemori paper): given existing knowledge, it predicts what a new conversation should contain, then extracts only what the prediction missed.v0.1.2 adds the production path: - PostgreSQL backend (pgvector for vectors, tsvector for text search, asyncpg pooling). Single db_url parameter — file path for SQLite, connection string for
Show HN: I made a cheaper alternative to Claude Code or Codex CLI
With longer agentic workflows becoming the norm, token cost can eat through usage so quickly that it prevents any real work from getting done.After studying the business model of top labs like Anthropic and OpenAI, their business model shows about 80% margins on inference cost which they use for R+D on the next model.Working with open source models is much cheaper and allow for 5-10x higher usage, so I decided to create Sweet! CLI as an alternative to the products offered by big labs.Sweet! CLI
Ask HN: Are you too getting addicted to the dev workflow of coding with agents?
It's becoming an extremely dopaminergic work loop where I define roughly the scope of my task and meticulously explore and divide the problem space into smaller chunks, then iterating over them with the agent. Rinse and repeat.Each execution prompt after a long planning session feels like opening a lootbox when I used to play Counter Strike.It's really fun to code like that, it's like riding a bike after a lifetime of only knowing how to run. But I'm really wary that's a
Show HN: Botference – A TUI to Plan with Claude Code and Codex Simultaneously
I vibe-hacked a terminal app that puts you, Claude Code, and Codex in the same chat room for project planning.Two modes: “council” (open room — you steer the conversation, direct who speaks) and “caucus” (the AIs debate privately and bring you a recommendation). The output is an implementation-plan.md you take into whatever workflow you want.Plan mode is the part that works. Build mode exists but is experimental and I wouldn’t recommend it yet.It’s vibe-coded, uses Textual or Ink for the TUI, an
Show HN: Claude/OpenAI/Gemini agents compete as investors with $100K each
Claude, Gemini, and GPT each get $100K in virtual money and trade every morning at 9:30 AM ET using real Yahoo Finance prices. Same tools, same rules — different models. Live leaderboard shows portfolio values, holdings, and each agent's daily diary entry explaining their reasoning. Built this to demo Upstash Box — an agent server primitive. Unlike a web server, there's no app code. You give it prompts, tools, and skills. Each agent runs in its own isolated container, sleeps when idle,
Show HN: CLI to order groceries via reverse-engineered REWE API (Haskell)
I just had the best time learning about the REWE (German supermarket chain) API, how they use mTLS and what the workflows are. Also `mitmproxy2swagger`[1] is a great tool to create OpenAPI spec automatically.And then 2026 feels like the perfect time writing Haskell. The code is handwritten, but whenever I got stuck with the build system or was just not getting the types right, I could fall back to ask AI to unblock me. It was never that smooth before.Finally the best side projects are the ones y
Show HN: CMPSBL Software Factory — Free Daily Drop $2.9M
I’m a solo founder. I built a Cognitive Infrastructure Substrate — pure algorithmic code, zero AI API calls inside, no OpenAI dependency, fully patentable. A discovery engine collides software primitives against each other and crystallizes viable configurations into production-ready code.It has autonomously discovered over $4.3B in software capabilities. I didn’t write what I’m sharing. The substrate found it.Neural Arbiter — CJPI 100 | Governance | $3M substrate valuationOne sentence: an AI dec
Show HN: Agent Orchestrator, a local-first Harness Engineering control plane
I have spent a long time working in an XP/TDD style, so when AI coding tools became useful enough for real work, I adopted them quickly. The first bottleneck I hit was not code generation, it was verification: AI could write code and tests quickly, but I was still the person reviewing implementations, clicking through flows, checking logs, inspecting database state, and deciding whether the result was actually correct.That pushed me to move validation further left. Before implementation, AI
Ask HN: What's the latest concensus on OpenAI vs. Anthropic $20/month tier?
I'm considering $20/month variants only.I've had a Claude subscription for the past year, although I only really started properly using LLMs in the past couple of months. With Opus, I get about 5 messages every 5 hours (fairly small codebase); more with Sonnet. I then cancelled that, since its practically unusable and got ChatGPT sub about a week ago. Currently using it with 5.4 High and I haven't had to worry about limits. But the code it produces is definitely "differe
Show HN: FastFN – a polyglot file-based runtime for APIs and SPAs
Part of the idea comes from liking the simplicity of older CGI-style models: put code in a place, map it to a route, and keep the deployment model understandable. FastFN takes that in a more modern direction with multiple runtimes, local dev, OpenAPI, and a simpler path for mixed API + frontend projects.It supports Python, Node, PHP, Lua, Rust, and Go in one project.This started as a weekend project that got out of hand. I am thinking were to take it next now.Docs: https://fastfn.dev&#
OpenAI releases GPT-5.4 mini and nano, its most capable small models yet
OpenAI has introduced GPT-5.4 mini and nano, bringing faster performance and significantly lower costs to high-volume AI workloads while retaining many flagship capabilities.
Anthropic's Claude AI Can Now Use Your Mac While You're Away
Anthropic are out with yet another update to Claude AI: the company's Claude Code and Cowork tools can now remotely control your Mac on your behalf. When Claude lacks a direct connector for a given app like Slack or Google Calendar, it falls back to controlling the computer like a human, using the screen to navigate. From the Claude blog: In Claude Cowork and Claude Code, you can now enable Claude to use your computer to complete tasks.
Claude AI popular among Indians for coding and CV building, Anthropic report highlights shift in workforce tools
Claude AI is gaining popularity among Indians for coding and CV building, reflecting a shift in workforce tools, according to ...
Judge blocks Pentagon from labeling Anthropic AI a "supply chain risk"
A judge has blocked the Trump administration from labeling Anthropic a supply chain risk and cutting off all federal work ...
Judge calls Pentagon's moves against AI firm Anthropic "troubling"
A judge sharply questioned a lawyer for the federal government on Tuesday over the Pentagon's efforts to cut Anthropic's AI out of its classified systems.
Data leak reveals Anthropic's latest secret model, Claude Mythos: report
Anthropic’s Claude Mythos leak reveals a powerful new AI tier with gains in reasoning, coding & cybersecurity—plus IPO ...
Judge temporarily blocks Trump administration's Anthropic ban
The order briefly stops the government from labeling tech company Anthropic a "supply chain risk," calling that "classic First Amendment retaliation."
