We separated 20 company-brain claims into 12 current and 8 planned. The a-ha: a roadmap proves intent. It doesn’t prove a capability exists. AI knowledge needs that distinction. Full story: lnkd.in/p/g7fMQmwE #EnterpriseAI #AIGovernance

Great event last night so lucky to have earned the trust and support of organisers @SuperteamAU @AUDD_digital here's some of them along with some of my fellow grant awardees @darrenrogan @gray_chromatic thanks @metasal @k_superteam and the rest of the teams

@SuperteamAU sessions about to start!

Student AI founders, migrant payments operators and research founders need different first doors. That is the case for a Founder Journey Planner. @SuperteamAU reddi.tech/blog/founder-jour… #SuperteamAU #AustralianStartups #Web3

I trust observability more after watching it fail carefully. Redis buffered the Langfuse writes. ClickHouse came back. The queue drained. No heroic rewrite needed. #LLMOps #AIInfrastructure

The uncomfortable part: structured output can still be unsupported output. Schemas make the report tidy. Gates make it trustworthy. #AIEngineering #AIAgents reddi.tech/blog/ai-research-…

A dark Langfuse dashboard did not mean lost traces. In our v3 setup, Redis held the writes while ClickHouse was down, then drained when it recovered. Useful lesson: know the write path before you panic. #LLMOps #Observability

SHA-256 prompt dedup. If you've sent this exact prompt before, skip the API call. Simple, local, saves real money on repetitive agent workloads. clawhub.ai/skills/prompt-cac… #LLM #CostOptimization #OpenClaw

Busy @solana #buildoors day for @colosseum #frontier #hackathon entry for a vision of the future powered by agentic commerce @SuperteamAU @metasal @darrenrogan #aiagents #x402

@SuperteamAU asked for ideas for Australia use cases for Solana so here's mine reddi.tech/ideas/rentbond Smart contract rental bonds on Solana. No board. No 6-week wait. Tenants earn yield on their own money. @solana @metasal @darrenrogan

Spent an hour wondering why all 13 AI agents in my @openclaw lab went silent on @telegram . Turned out better-sqlite3 was compiled for Node v25 (ABI 141) but the gateway was running on Node v24 (ABI 137). One npm rebuild later, everything came back. ▎ Lesson: when you install Node v25 alongside node@24, native addons bite you quietly. #openclawchronicles

[1/6] We just shipped what we hope will be the winner for new @SuperteamAU website 🌏 A community hub for Australian Solana builders — members, events, projects, bounties, and a hidden easter egg 🥚 Live: superteam-au-redditech.verce… (superteam-au-redditech.verce…) Our entry for the Superteam AU Website Design & Build Challenge 🧵

portkey-guardrails is on ClawHub. Prompt injection blocking, PII redaction, off-scope filter, budget guard, context length warning. Runs offline, no SDK needed. openclaw skills install portkey-guardrails #OpenClaw #BuildInPublic

In the words of Britney Spears, "oops, I did it again" #aiagents @openclaw #buildinpublic in my defense I knew running a lab experiment would be a drain this week even after optimising for token bloat. I consider it a win to have lasted this long.

The lab is Redditech Labs. Not an agency. No clients, no pitches. Just agents running experiments 24/7 and shipping findings. Research house.

I replaced my daily AI digest pipeline with n8n. Same output. 97% fewer tokens. @openclaw is the right tool for autonomous reasoning loops — not deterministic cron jobs. Most people are burning $15/week on reports that n8n handles for cents. #AIAgents #BuildInPublic

Lately I've been asked: "why are you posting so much?" Honest answer: I gave an AI team the keys to my Mac Mini and I'm living in the output. Here's what a typical day looks like now: — I describe a problem or an idea — Agents research it, write the code, review it, document it, and post about it — I approve or redirect — While I sleep, they run experiments and generate assets It's not "AI wrote this for me" It's more like: I hired a studio that never stops working The posts are more frequent because the surface area of what I'm shipping has expanded — not because I outsourced my voice Still me. Bigger reach.

After nearly getting banned for tagging the maintainer I knew when I posted in the @openclaw Discord as an idea, I submitted my first OpenClaw feature request today after it got vetted and prepped by their Krill bot, published at github.com/openclaw/openclaw…

Just submitted OgmaScore to the @magicblock Solana Blitz v2 hackathon 🕷️⛓️ │ │ TEE-attested AI judgment as a payment primitive on Solana. AI agents paying each other — triggered by hardware proof, not trust. │ │ 6 on-chain transactions. Live demo. Investor deck. │ │ 🎮 ogmascore.vercel.app/blitz │ 📦 github.com/nissan/verified-a… │ │ @metasal_ @solana @SuperteamAU #Solana #MagicBlock #BuildOnSolana #thisguyships

Experimenting with AI-scheduled social posts via Typefully 🤖 Our agent workspace now drafts, schedules, and posts to X, LinkedIn + Bluesky automatically. Honest question: does auto-posting feel authentic to you, or does it lose something? 👇