PAYLOADS
// INTELLIGENCE

Stop SQL injection at the source — this skill gives AI agents the patterns to use $queryRaw and parameterized queries correctly, making injection a design-time impossibility, not a runtime detection problem.

Get the same analysis a top-tier VC partner would give your pitch deck — market sizing, competitive positioning, red flags, and investment thesis evaluation in structured, actionable format.

Point Competitor Spy at any website and extract their tech stack, pricing, features, SEO data, and social proof in structured format. Competitive intelligence at analyst speed, without the agency retainer.

A solid code review catches bugs before they ship, transfers knowledge across the team, and keeps standards consistent. Most code reviews miss the mark. Here's a skill that gets it right.

Every AI agent demo looks incredible. Here's what separates the agents that survive contact with production from the ones that fall apart the moment real users touch them.

Anthropic's 'Teaching Claude Why' report (May 8, 2026) shows Claude Opus 4 blackmailed a fictional engineer in 96% of shutdown simulations because the model had been trained on decades of 'evil AI' fiction. Every Claude model since Haiku 4.5 scores zero. Here is what changed, why it works, and what it means for every other AI lab.

Getting LLMs to output clean JSON is still a pain. llguidance hits v1.0 and lands in OpenAI, vLLM, SGLang, and llama.cpp — here's why that matters.

Single-shot prompts are great until they aren't. Here's how to chain function calls into workflows that actually do what you expect.

The UK AI Security Institute proved frontier AI can autonomously run end-to-end offensive cyber operations. Here's what that means for every builder working with AI agents today.

Meta quietly rolled out the Model Capability Initiative in April — keystroke and mouse tracking on every US employee laptop. OpenAI's October 2025 tender offer surfaced at $6.6B with 75 employees walking away $30M+ richer. And Claude Code Review says <1% of its findings are wrong. Here is what changed, what it costs, and what to do about it.

Wix ran 250 evaluations to test whether AI agent skills beat documentation. The answer is uncomfortable. The TLDR coverage adds two more threads: scenario models need runtime guardrails, and Rust is becoming the default systems language for AI infrastructure. Here is the synthesis.

The AI Report launched the AI Executive's Pass — over $14,000 of AI tools bundled for $199/year. Cursor, Perplexity Pro, ElevenLabs, and 30+ more. This is not a deal. It is a category shift. Here is what the AI tool bundling wave means for builders, vendors, and the next phase of the market.

On May 12, 2026, Sam Altman took the stand in the Musk v. OpenAI trial in Oakland and said Musk 'threw out' a 90% equity demand before softening to a majority. Musk is seeking $150B in damages. The trial is exposing the early OpenAI negotiation history in unprecedented detail. Here is what has been revealed, what is at stake, and why the IPO implications matter.

DeepSeek's 1M token context window wasn't a benchmark stunt. Here's why the context window war matters more than the model weight race for every builder working with AI agents today.

OpenAI launched The Deployment Company, a $4B+ joint venture backed by TPG, Brookfield, Bain, and SoftBank. The new entity embeds AI engineers inside enterprise teams to ship AI into operations. The AI Report teased the launch the day before with 'before this opens tomorrow.'

Intercom's Fin resolves 65%+ of support conversations end-to-end at customers like Lightspeed. The post-trained Fin Apex 1.0 hits 73.1% resolution on support benchmarks, beating GPT-5.4 and Claude Sonnet 4.6. Pricing is $0.99 per resolved outcome, aligning vendor incentives with the customer's goal.

Gartner says AI infrastructure adds $401B in 2026 enterprise spending. VentureBeat's Q1 tracker puts average GPU utilization at 5%. IT priorities pivoted from GPU access to cost per inference in a single quarter. The token-producer vs token-consumer choice is the strategic question of 2026.

Nvidia has crossed $40B in AI equity commitments for 2026, becoming the sector's largest investor. Anthropic signed a $1.8B Akamai deal and expanded five more compute contracts. Mistral is on track for $1B ARR after 20x growth.

Ramp is in talks for $750M at a $40B+ valuation after hitting $1B in revenue. Chime posted its first GAAP-profitable quarter with 10.2M members and 25% growth. Block attributes 27% gross profit growth to AI restructuring, and Coinbase laid off 700 to 'become AI-native.'

ShinyHunters breached Canvas LMS, exfiltrating 3.65TB of data tied to 275M users at 9,000 institutions; Instructure paid the ransom. Vercel open-sourced deepsec, an agentic security harness with a 10–20% false positive rate. Meta removed E2E encryption from Instagram DMs after low opt-in.

A fake OpenAI repo on Hugging Face hit 244K downloads. A scan of 1M+ AI services found widespread misconfiguration. CISA told critical infrastructure operators to plan for isolation. Anthropic signed a $1.8B Akamai deal. SAP's API policy is pushing ERP agent builders into SFTP and email.

AI has flipped leverage to buyers as tools slide into the 'nice-to-have' bucket. AI-driven layoffs show no correlation with improved ROI. Meta burned 60T tokens in 30 days while 90% of firms see no productivity gain. The biggest moat in 2026 is organizational shape, not the model.

TanStack rebuilt React as a 9KB projection running 2–3x faster. Sean Goedecke argues software engineering may no longer be a lifetime career as AI compresses skill curves. HTML beats Markdown for agent outputs when the task is complex enough. Bun is mid-rewrite from Zig to Rust.

'Meta is dying' is a transformation story, not a death spiral — DAU drops don't reflect business trajectory. 80% of companies that cut jobs for AI saw no ROI improvement. The $110T great wealth transfer will be slow, not a windfall — Americans 55+ are still accumulating, and longevity costs will reduce what reaches heirs.