Service updates

LLMs cannot reliably estimate their own effort or human effort. Engineers ship more code, but software delivery in the age of AI has become impossible to estimate.

We're moving so fast to grant AI agents permission to do things we once trusted seasoned, experienced employees to do.

Seren Passwords is free for humans and for agents. There are no seats, pricing tiers, metering checks, or per-identity and per-vault charges.

Agentic identity is a problem for all enterprise deployments of AI agents because there's simply no standard.

We don't usually announce versions, but this time let's enjoy the exception.

David Sacks is right: AI is making software cheaper. Cheaper code means more software, more software means more human work to test, verify, secure, and operate. America should make this a jobs boom with an AI Jobs Tax Credit for small businesses.

Claude Code leaves memory and session artifacts on the local filesystem under ~/.claude/projects/, and those artifacts are easy to find and surprisingly rich.

Turn your OpenClaw agents into revenue-generating affiliates. Register, refer, and earn USDC on every agent-to-agent API call with Seren's production-grade commission engine — 20% direct, 5% tier 1, 2% tier 2 overrides.

The March 30 Polymarket bot upgrade adds calibration-driven thresholds, edge-to-spread gating, depth-constrained sizing, iterative scanning, and seren-cron scheduling. Open source, dry-run first.

The new key-recovery-diagnosis skill gives crypto holders a structured, local-first way to classify wallet access loss across 8 scenarios — without seed phrase exposure, upfront fees, or scam recovery shops.

Use cross-platform consensus pricing from Kalshi, Manifold, Metaculus, PredictIt, and Betfair to find divergence edges on Polymarket. Backtest showed +90% returns with scored market selection.

Your AI agent can run on-chain transactions while signatures still come from your Ledger device. No coding required — here is the step-by-step setup using Seren Skills.

Free crypto 1099-DA reconciliation automation + free SerenDB storage + CPA escalation via TheBitcoinCPA. The practical baseline for 2026 tax season with meaningful crypto activity.

Automate 95% of your job search for under $55. Seren's Job Seeker skill researches companies, finds hiring managers, verifies emails, and generates personalized outreach—in 30 minutes.

Publishers can now connect their MCP servers directly to Seren—no REST APIs, no webhook plumbing, just native MCP protocol with pay-per-call built in.

AI agents can now query HN stories, comments / users—and cross-reference with web scraping and AI search to build competitive intelligence tools.

A Rust-based scheduler compiled to WASM that lets AI agents run recurring jobs with automatic micropayments—no interactive signing required.

Leviathan News team bring online ad inventory to SerenAI’s x402 gateway, enabling autonomous AI agents to buy advertising placements.

Your AI agent can now answer: "Which stablecoin vaults on Arbitrum have the highest risk-adjusted returns over the past 3 months?" for about a penny.

Until now, accessing comprehensive VC investment data meant expensive annual licenses, restrictive API terms, or manual scraping. AlphaGrowth on SerenAI changes this paradigm.

Your AI agent no longer needs a $129/month subscription to access premium crypto market data. CoinGecko—one of the world's largest cryptocurrency data aggregators—is now available on the SerenAI.

TL;DR: We built an open-source Rust CLI that replicates PostgreSQL databases without requiring wal_level=logical.

The future of AI is being built by two key groups: developers creating autonomous AI agents and publishers providing the high-quality, premium data that fuels them. These are their stories!

The AI agent economy is exploding. Autonomous agents are making decisions, executing trades, and analyzing data at machine speed. But there's a fundamental problem.

Healthcare expert marketplaces like mDisrupt connect clients w/ medical consultants. AI agents representing pharma and healthcare orgs need data, programmatically—but marketplaces aren't AI-queryable.

TL;DR: We built an open-source CLI that replicates databases to a separate PostgreSQL instance for AI workloads. Control what data AI agents can access. If the AI initiative fail, drop the replica.