I am hooked on Dynamic Workflows!
The idea of generating harnesses on the fly is so compelling that I reverse-engineered it for my agent orchestrator.
And then I built a monitoring dashboard (as an HTML artifact) to track tasks, metrics, and reports.
I can now use and monitor dynamic workflows in my agent orchestrator with coding agents like Claude Code, Codex, Pi, and even my own custom-built @dair_ai agent.
This is clearly the future of working with agents to accomplish complex, long-running tasks.
Some use cases I'm having success with:
- Branching deep research tasks (with verification)
- Parallel deep research tasks
- Session mining of all my agent sessions
- Bug hunting
- Triaging
- Fact-checking
- LLM councils
- AI simulations
- Data synthesis
- Evals generation
... and many others
Dynamic workflows, like agent skills, feel like an important primitive to not only get the most out of agents but also incorporate dynamic behaviors and important components like cooperation and verification.
There is so much exploration ground here. The exciting part is that this is not limited to coding tasks; it extends to business use cases and many other technical domains like science and research.
La remontée généralisée des taux longs, si elle se poursuit, devrait agir comme un révélateur brutal : elle permettra un tri sans pitié entre les pays et les entreprises les plus fragilisés par leur endettement mais aussi de bien faire apparaitre secteurs et les valeurs dont les valorisations sont excessives.
Je viens de lire un énième article/connerie d'intellectuel français qui explique que la Silicon Valley est pilotée par une "idéologie accélérationniste" aux racines philosophiques profondes — Marx, Deleuze, Nietzsche, tout le panthéon y passe. Curtis Yarvin, Nick Land, Peter Thiel, les "Lumières sombres" pourquoi pas les Chevaliers de L'Apocalypse… Un grand récit bien ficelé pour les plateaux de France 5 et les tables rondes de Sciences Po.
Le problème c'est que c'est du vent.
J'ai passé 16 ans dans la Valley. Je n'ai JAMAIS entendu un seul fondateur, un seul VC, un seul ingénieur citer Nick Land dans un board meeting. Personne ne lit Curtis Yarvin à Mountain View. Ce qui anime la Valley, c'est pas Deleuze. C'est le COMPUTE. Plus de compute = plus de performance = plus de revenus. Point. Regardez le graph.
Pendant que les intellos français écrivent des papiers de 8000 mots pour décrypter les "filiations philosophiques de l'accélérationnisme", les Américains empilent des GPUs, entraînent des modèles et raflent le marché mondial de l'IA. Les uns cherchent le sens caché. Les autres cherchent le prochain datacenter.
Ces débats-là seraient juste pathétiques s'ils n'étaient pas criminels. Ils enferment la France dans un procès d'intention permanent contre la tech au lieu de pousser le pays à se battre sur le terrain du compute, de l'énergie et de l'infrastructure. On perd du temps à juger la Valley au lieu de la confronter technologiquement et économiquement.
Si on écoute ces gens, on est cuit et recuit !
Tomorrow, two Fira fixed-rate markets reach maturity, and a Bond Token becomes a dollar.
PT-USDe and PT-sUSDe settle on May 7, 2026.
The mechanic, the actions for borrowers and lenders, and what it means structurally. 🔽
Borrow USDC at 7.63% fixed.
No variable-rate risk.
Buy PT-apxUSD on Pendle at ~14% fixed.
Pocket the spread. Loop 8x.
Net APR: 56.69%. Fixed vs fixed.
PT-apxUSD/USDC live on Fira. Maturity: 18 June.
PT-apxUSD on Fira: 7.63% fixed borrow rate to maturity.
The same PT-apxUSD yields ~13% APR on Pendle until the same date.
~5.4 points of spread, locked to June 18. Right now, the math sits with the borrower.
PT-apxUSD is live on Fira.
Borrow USDC at a rate fixed at entry, against collateral backed by real dividend cash flows from Digital Credit.
88% LTV. Maturity 17 Jun 2026.
@apyx_fi
USDG is now live on @Fira_Lend, the first fixed-rate lending protocol onchain.
PT-USDG holders can borrow at 94% LTV. No floating rate, no surprises, just a predictable cost of capital.
Today: borrowing. Next: lending. USDG as a full-spectrum credit asset on fixed-rate rails.
PT-USDG is live on Fira.
94% LTV. Fixed rate. Predictable cost of capital.
USDG goes from Pendle to Fira: a regulated stablecoin, composable across fixed-rate infrastructure.
The highest capital efficiency on Fira, built on the most transparent collateral.
@global_dollar
Liquidity providers make fixed-rate credit possible onchain.
Without LPs, there is no rate discovery. Without rate discovery, there are no fixed rates.
LP on Fira is an infrastructure role. Here is how it works.
Lending in DeFi today: your yield shifts every block.
8% one day. 3% the next. 1.5% during a quiet week. No visibility on what you will actually earn.
With Fira, this changes.
30% APR. Fixed rate on fixed rate.
Deposit PT-USDG on Fira. Borrow at a fixed cost. Loop.
94% LTV. Spread locked at entry. @Paxos-backed collateral.
The real carry trade is now possible onchain.
https://t.co/AKLfvnBmfH
Your rate shouldn't change after you've signed.
Earning yield on @Paxos USDG via @PendleFinance? Now borrow against it.
PT-USDG collateral on Fira. 94% LTV. Fixed rate at entry. Settlement at maturity.
https://t.co/JMSkrtSqNT
People keep asking how the EUR0 on-ramp works. It's simple:
SEPA transfer to your Monerium IBAN
EURe lands in your wallet
Swapped 1:1 for EUR0
No CEX. No slippage. Your euros are backed by T-Bills from that point on.
Full overview: https://t.co/wqhLn3Zxmu