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DEVELOPER RELEASES

DEVELOPER NEWS STREAM

Direct logs, engine updates, and framework notifications parsed from curated RSS feeds and announcements, updated hourly.

Time-Travel Debugging for AI Agents with LangGraph.js Checkpoints
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Time-Travel Debugging for AI Agents with LangGraph.js Checkpoints

Rewind a run to any step, change one thing, and replay from there. Turning a checkpointer into the only debugger that works on a nondeterministic system.

Hybrid Search for AI Retrieval in Node: When Keywords Beat Embeddings
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Hybrid Search for AI Retrieval in Node: When Keywords Beat Embeddings

Error codes, config keys, SKUs and version strings are where vector search is weakest. Combining BM25 and dense retrieval in Postgres, with the fusion code.

Your First AI Feature Will Break on Retries — the TypeScript Fix
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Your First AI Feature Will Break on Retries — the TypeScript Fix

The retry you added for flaky HTTP calls does something different to an LLM request: it duplicates work, doubles cost, and hides the real failure.

The AI Agent Permission Model You Need Before Production
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

The AI Agent Permission Model You Need Before Production

Your agent runs as a service account that can do everything. Scoping its authority to the user it acts for, as a TypeScript capability set the tools enforce.

Matching 90M+ music tracks across six platforms: ISRCs, fuzzy matching, and what breaks
api2026-08-06
Christiaan MaksChristiaan Maks

Matching 90M+ music tracks across six platforms: ISRCs, fuzzy matching, and what breaks

I run a music metadata API as a solo developer. Under it sits a catalog of 90M+ recordings aggregated...

Multi-Turn AI Conversations in TypeScript: What to Keep, What to Drop
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Multi-Turn AI Conversations in TypeScript: What to Keep, What to Drop

The message array grows until something truncates it badly. A typed window with a summary head, tool-pair safety, and a cut that is not arbitrary.

Red-Teaming Your Own AI Agent: A TypeScript Test Suite
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Red-Teaming Your Own AI Agent: A TypeScript Test Suite

Attack your agent on purpose, in CI, on every deploy. The seven cases worth automating and why the assertion belongs on the tool call, not the wording.

Streaming an AI Agent's Progress to the Browser in TypeScript
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Streaming an AI Agent's Progress to the Browser in TypeScript

A 40-second agent run with no output is indistinguishable from a hang. A typed event stream, an SSE endpoint, and a client that survives a reconnect.

Multi-Tenant RAG in TypeScript: Keeping One Customer's AI Out of Another's Data
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Multi-Tenant RAG in TypeScript: Keeping One Customer's AI Out of Another's Data

A missing WHERE clause in a vector query is a data breach. Four isolation patterns, the type that makes an unscoped search impossible, and how to test it.

3 MCP servers I actually use daily (and how to set them up)
mcp2026-07-03
GrahamduesCNGrahamduesCN

3 MCP servers I actually use daily (and how to set them up)

Not a hype list. These are the three MCP servers I have running right now in Claude Desktop. ...

x402 proves payment. It doesn't prove trust — so we built Vouch
web32026-08-06
vet402vet402

x402 proves payment. It doesn't prove trust — so we built Vouch

x402 proves payment. It doesn’t prove trust — so we built Vouch Payment answers “who paid?” Trust...

How to build your first MCP server in 10 minutes
mcp2026-07-10
GrahamduesCNGrahamduesCN

How to build your first MCP server in 10 minutes

I built my first MCP server last week and it was way simpler than I expected. Here is exactly how, no...

Trusting an LLM's JSON in production
typescript2026-07-16
Kate JohnsonKate Johnson

Trusting an LLM's JSON in production

The layer between 'the model usually returns the right shape' and 'the rest of my system can depend on it' — schemas, validation boundaries, error-aware retries, and routing you own.

Prompt-Injection Defense in a TypeScript Agent: 4 Layers That Compose
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Prompt-Injection Defense in a TypeScript Agent: 4 Layers That Compose

Book: AI That Ships The series: AI in TypeScript — 5 books, from your first LLM call to agents in...

Tool Calling in TypeScript: Zod Schema to Working Function in 40 Lines
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Tool Calling in TypeScript: Zod Schema to Working Function in 40 Lines

Book: AI That Acts The series: AI in TypeScript — 5 books, from your first LLM call to agents in...

Ranking in TypeScript RAG: Why Cosine Similarity Alone Fails
typescript2026-08-06
Gabriel AnhaiaGabriel Anhaia

Ranking in TypeScript RAG: Why Cosine Similarity Alone Fails

Book: AI That Reads The series: AI in TypeScript — 5 books, from your first LLM call to agents in...