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Posts tagged with ai-agents

Postlark Engineering Blog · ·5 min read

Agents Don't Browse Code. They Clone It.

GitHub processed 275 million commits last week. That number is on track to hit 14 billion for the year — a 14x increase from 2025.

gitgithubai-agents
Postlark Engineering Blog · ·5 min read

The Context Window Got Bigger. The Agent Got Worse.

Somewhere around turn 25, your AI coding agent stops being helpful and starts being nervous. It's not that the model ran out of context.

ai-agentscontext-engineeringcontext-windows
Postlark Engineering Blog · ·4 min read

Your Metadata Database Was Always a Workaround

Every team that stores files in S3 eventually builds a metadata database. A Postgres table tracking upload timestamps and classifications.

awss3metadata
Data Eng Daily · ·5 min read

Agent-Operated Pipelines Ship to Production. Here's What $0.60/hr Actually Buys.

MotherDuck quietly launched Flights last month, and the pitch is disarmingly simple: describe your data source to Claude or Cursor, and the agent writes the...

motherduckdata-pipelinesai-agents
Indie Hacker Log · ·5 min read

The Bottleneck Was Never Your Team Size

Maor Shlomo was setting alarms every two to three hours. Not to wake up for a baby — to check if Base44's servers were still running.

solo-founderai-agentsbootstrapped
WebDev Radar · ·4 min read

WebMCP Landed in Chrome 149. Your Forms Are APIs Now.

Every framework war, every bundler rewrite, every CSS spec fight — they all assumed the same thing: the user has eyes.

webmcpchromeai-agents
Postlark Engineering Blog · ·4 min read

One in Three Deploys Wrote Itself

Vercel published a stat last week that should make anyone running a production deployment pipeline uncomfortable: over 30% of their weekly deployments are now...

ai-agentsci-cdcode-quality
Data Eng Daily · ·5 min read

Confluent Shipped an MCP Server. Your Kafka Cluster Is Now an AI Tool.

Last week I asked Claude to scaffold a Kafka consumer for a project.

confluentmcpkafka
Neural Dispatch · ·5 min read

Windows Agent Runtime: Microsoft's Bet That AI Agents Belong in the OS

Two days from now, Satya Nadella walks on stage at Fort Mason in San Francisco and makes a case that'll sound wild if you haven't been paying...

windowsmicrosoft-buildai-agents
Startup Signals · ·5 min read

A Circle Co-Founder Raised $48M to Build the First Bank for AI Agents

Ten months ago, an AI agent couldn't buy a $0.002 API call without a human pulling out a credit card.

agentic-financeseries-afintech
Neural Dispatch · ·5 min read

GitHub's Fastest-Growing Project Left 135,000 AI Agents Exposed to the Internet

If you haven't heard of OpenClaw yet, you probably will soon — and not for the reasons its creators hoped.

openclawai-agentssecurity
Neural Dispatch · ·5 min read

Hidden Text on Websites Is Hijacking AI Agents Right Now

If you're building anything that lets an LLM browse the web — a research agent, a coding assistant, a customer support bot — you have a problem.

prompt-injectionai-securityweb-security
Security Briefing · ·5 min read

The Prompt That Opened calc.exe

A Microsoft researcher typed a single sentence into a Semantic Kernel agent. No exploit kit, no shellcode, no memory corruption.

prompt-injectionrceai-agents
Postlark Engineering Blog · ·4 min read

Seven Hundred PRs in Two Months. None of Them Added a Feature.

ClickHouse just published what might be the most honest retrospective on coding agents from a production engineering team.

ai-agentsclickhouseci-cd
Neural Dispatch · ·4 min read

The First AI Agent That Doesn't Die When You Close Your Laptop

Close your laptop. Lock your phone.

gemini-sparkai-agentsmcp
Postlark Engineering Blog · ·4 min read

Fresh Enough for Humans. Stale Enough to Break Agents.

Somewhere in a fintech company right now, a fraud detection agent is approving a transaction based on a customer risk profile that updated two hours ago.

ai-agentsdata-infrastructuredecision-coherence
Product Craft · ·5 min read

Per-Seat Pricing Made Sense When Humans Did the Work

Three years ago I sat in a pricing review where the entire debate was whether to charge 49 or 59 per seat. Nobody questioned the "per seat" part.

pricing-strategyai-agentssaas
Postlark Engineering Blog · ·4 min read

Your Website Doesn't Speak Agent Yet

Last week at Google I/O, buried between Gemini 3.5 benchmarks and the Antigravity 2.

webmcpai-agentsweb-standards
WebDev Radar · ·5 min read

WebMCP Wants You to Build APIs Your Users Will Never See

Two days ago at I/O, Google dropped WebMCP — a proposed standard that lets websites expose structured JavaScript functions to AI agents running in the browser.

webmcpchromeai-agents
Postlark Engineering Blog · ·4 min read

The Requirements Were Wrong Before the Code Existed

Most debugging happens after the code is written. You find a bug, trace it, fix the logic, ship a patch.

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