Set up isolated container environments in your AI coding platform to ensure reproducible code execution and unlimited resource access.

Leverage your AI agent integration (e.g., Codex with GitHub mobile app) to run code reviews and file issues directly from your phone.

Treat Codex usage differently than Claude code, since using identical prompts and workflows yields subpar results—adjust prompting and task structure ...Show more

Use Codex’s IDE integration with cloud tasks to create an ambient coding assistant that lets you push tasks to the cloud and pull them back for local ...Show more

When using AI content cards, monitor both input and output token usage since the bulk of cost in Tom’s test came from processing the initial 15-in tok...Show more

Tom conducted a targeted deep dive by searching existing API usage patterns to evaluate real-world applications of GPT5 Pro before recommending adopti...Show more

Prototype middleware components in LangChain to orchestrate prompts, manage state, and plug in custom logic for your AI agents.

Design your AI stack around autonomous agents rather than isolated models to enable more complex, dynamic workflows.

Regularly step back from AI trend buzz to conduct primary research and validate real user needs before committing to new features.

Use durable objects to manage shared state and real-time synchronization across distributed sessions, enabling low-latency, stateful collaboration in ...Show more

Use Twilio or a SIP trunk to import phone numbers, batch upload them with instructions to an AI agent, and build an end-to-end outbound calling workfl...Show more

Propose a challenge to build a live AI audio pipeline that listens to meeting speech, processes it, and generates an AI agent response in real time to...Show more

Outlined a four-step AI audio content pipeline using Claude for script generation, a voice designer interface for voice cloning and intonation tweaks,...Show more

Building a simple pipeline to generate supporting podcasts via automated voice cloning can streamline content creation and expand your podcast network...Show more

Leverage Cloudflare's watch party plugin by pasting a video link to synchronize playback and enrich with automations like transcription.

Use Cloudflare's sample AI meeting agent template to spin up a bot that joins meetings and takes notes automatically.

Leverage Cloudflare Gateway logs to trigger notifications and automated workflows when a DLP rule fires, then integrate further Cloudflare infrastruct...Show more

Use Cloudflare Gateway’s guardrails and DLP proxy to enforce compliance by scanning both incoming messages and outgoing responses through an additiona...Show more

Differentiate between real-time evals for logging and issue identification in production versus developer-focused performance evaluations during build...Show more

Dump AI Gateway logs to Cloudflare R2 and build custom dashboards to achieve observability similar to Langsmith.