Weโve added a CLI for Claude Platform to make every API endpoint runnable from your terminal.
Call the Messages API, stand up Claude Managed Agents, pipe results straight into your shell.
The ant CLI is well understood by coding agents (Claude Code) using the claude-api skill.
there are elegant parallels between where AI systems are going and how biological systems solve problems through abstraction layers.
the "top" system does not know the implementation layer.
on signal "calcium is too low", our body won't "tell" kidney cells to move calcum ions through a transporter
in biological systems the signal->command gets progressively lowered in abstraction:
restore calcium level
- release hormone
- affect kidney
- activate receptors
- open channes, move ions
top level function does not micromanage the bottom-level action.
I see the same happening with LLM's. Top-level models, can get more limited in their specialised knowledge while getting better at delegating
This motivated me to do my own little 30 days of AI.
For the next 30 weekdays, I'm going to share one observation per day from frontlines of building up skillset of Applied AI Forward Deployed Engineer (FDE).
Might finetune (LoRA/QLoRA + PEFT) a model for a specific enterprise use case in clinical trials.
Might get my hands dirty with instruction/sft tuning, quantization, evals, RAG/tools/agents, embeddings, vector search.
Dunno yet.
Introducing 30 days of AI.
For the next 30 weekdays, Iโm going to share one observation per day from the frontlines of AI.
I have the privilege of co-running an enterprise AI transformation firm, where I experience the edges of this technology, see the biggest challenges the biggest companies are facing, and have deep relationships with companies on the frontier (Anthropic, OpenAI, Lovable, Cursor, Perplexity, Vercel).
I get to live in the future for free, and I want to bring that future to those trying to disrupt themselves before they get disrupted.
Thereโs just two rules:
1) Each observation is actionable & understandable to the non-technical leader.
2) I canโt miss a day.
Post 1 coming soon.
@businessbarista if you need FDE's hit me up. worked 12+ years in consulting (enterprise digital transformation) and am a hands on AI engineer. Applied AI is my thing