Build logs and lessons from our own shipped projects.
Apple notified users in 110 countries of mercenary spyware attacks and moved the alert on-device. The email version is a phishing template — verify it properly.
Pony.ai builds the Level 4 autonomy, Uber keeps booking, payment and the customer. The hardest engineering in the deal is the part that gets commoditized.
Lenovo posted record $26.9B revenue with AI at 35% of sales and server revenue up 98%. Your next laptop and server quote competes with data-center demand.
DGFiP confirmed a tax agency data breach on August 14 — six weeks after cutting the access off. The disclosure trigger was a criminal forum post, not the audit.
A presidential memo authorizes approved companies to hack foreign criminal networks under DOJ and DHS sign-off. What offensive cyber authority changes for your vendor list.
A Zoom annotation flaw let a meeting participant run code on everyone else's machine. Researchers built the exploit in under a day with under 20 AI prompts.
August Patch Tuesday shipped 421 CVEs including a 9.8 unauthenticated RCE in Windows DNS Server. If you run your own DNS, this one jumps the queue.
Researchers decoded 315,320 encrypted reasoning blocks from public repos and pulled out 182 credentials. Providers patched it. Your logs still hold the blobs.
August Patch Tuesday shipped a fix for an actively exploited Windows WinSock driver flaw. CISA's deadline is August 25. Here's what to patch first.
The RCE half of the SharePoint chain shipped August 11. Rapid7 found it with an AI agent that burned 80,000 tool calls and had to be watched constantly.
TSMC July revenue hit NT$467.58B, up 44.7% year over year, with capex raised to $60-64B. Underwrite your automation at today's AI price, not tomorrow's.
Moody's warned banks that relying on a few AI model and cloud providers creates systemic dependency and pricing power. The same AI vendor risk applies to your stack.
Gallup says 7 in 10 Americans oppose an AI data center near them, and candidates in both parties are running on moratoriums. Plan your cloud regions accordingly.
Zscaler tracked 351 victims in one campaign: two-thirds were manager-level or above, average age 46, mostly in finance and ops. Business privilege is the new target.
Levi Strauss disclosed a breach in an SEC filing: attackers social-engineered three employees and exfiltrated corporate data. Scope what one account can reach.
Amazon is behind GW Ranch, a private Texas gas plant permitted for 33M tons of CO2 a year. Hyperscalers stopped waiting for the grid — here's what that costs you.
X is replacing creator revenue sharing with Original Content Rewards and a 500,000-impression bar. A reminder that rented distribution reprices without you.
Tesla and SpaceX committed $16.8B to a Grimes County chip factory. When your suppliers' suppliers build their own fabs, your hardware budget is a long bet.
An 18-year-old Linux SCTP use-after-free gives local users root and escapes containers. Patched kernels shipped August 3 — update, reboot, or blacklist the module.
Abbott ordered PUCT and ERCOT to audit every data center in the interconnection queue — 474 GW, ~90% data centers. What a grid gate does to your token prices.
Microsoft split one SharePoint exploit chain across two Patch Tuesdays. You patched the auth bypass in July; the RCE half lands August 11. Plan the window now.
Bending Spoons is acquiring Airtable for $1.285B. If your ops run on an Airtable base, the vendor's playbook is cost cuts and repricing. Plan your exit.
Ambrook raised $30M to run accounting for 8,000 American farms and ranches. The lesson for operators: software that knows your tax form beats a general ledger.
Palantir Q2 2026 revenue grew 93% to $1.9B with US commercial up 149%. What buying the whole stack instead of renting a model means for smaller operators.
Trump Media's Truth API went live August 1, pitched to trading firms at up to $100k/month for millisecond delivery. Public data is being unbundled by speed.
ShinyHunters says it took Brinks Home's Salesforce data via an Entra vishing call — 1.1M customer rows and 3.8M chat logs. No CVE. Just a help desk that said yes.
Sophos tracked a Microsoft Teams vishing campaign against dozens of North American firms. Fake IT helpdesk calls, then Chaos ransomware. Restrict external Teams access.
Wiz found a platform-wide key that unlocked any Azure Cosmos DB account. Nothing for you to patch — which is exactly why it should change how you pick vendors.
Amazon raised 2026 capex to about $220B, citing higher memory costs, and says it still won't have enough capacity. What that means for the cloud you rent.
Cyera signed a letter of intent to buy Oasis Security for about $1B, mostly cash. AI agent identity is consolidating — keep the controls in your own stack.
Centralize raised $15M led by NEA to map deals from your email, calendar, CRM, and call recordings. Scope what you connect before you connect it.
Qualcomm told customers of a double-digit price increase on chips shipped after September 1. The AI buildout is now repricing hardware that has nothing to do with AI.
A 2004 protocol flaw with no patch is handing out password hashes from 24,000 internet-exposed server BMCs. The fix is network exposure, not a firmware update.
The Dysphoria botnet spreads via weak Telnet and SSH passwords and old router flaws, and resolves its C2 through blockchain domains. Audit your edge gear.
Coca-Cola went from 'scope not yet known' to 'certain data taken' in eleven days. Build your vendor incident process around provisional facts, not final ones.
An exploited, unauthenticated command injection in on-prem VeloCloud Orchestrator scores a perfect 10. Patch the box that configures every branch link.
A transmission fault in Ashburn knocked over 3 GW of data center load off the PJM grid in seconds. What grid fragility in Data Center Alley means for your uptime.
Monday.com laid off 630 people — 20% of staff — to redesign its platform around AI agents. When the tool your team runs on gets rebuilt, that's your operational risk.
ReliaQuest found hotel Wi-Fi gateways poisoning DNS to hijack Microsoft 365 accounts — including a device-code trick that satisfies MFA without stealing a password.
Google now lets you recover a locked account with a selfie video. Account recovery is the softest part of your identity perimeter — go look at yours.
A nine-year-old XFS race condition gives any local Linux user root on default RHEL-family installs. Qualys found it with AI help. Patch and reboot.
An exploited auth bypass in Check Point SmartConsole hands attackers admin on the box that writes your security policy. Patch, then restrict Trusted Clients.
Candid Health raised $120M Series D for autonomous medical billing. The lesson for operators: AI wins when it's attached to one painful workflow with hard ROI.
Alphabet raised 2026 capex to as much as $205B with a $514B cloud backlog. Here's what the AI infrastructure spend means for the cloud and tokens you rent.
A CVSS 9.8 SharePoint RCE is under active exploitation to steal machine keys. Patching alone leaves the attacker logged in — rotate keys and restart IIS.
HCLTech surveyed 500 enterprise decision-makers on AI: near-universal workflow change, 18% reporting real revenue impact. The gap is a measurement problem you can fix.
Oracle's July 2026 Critical Patch Update fixes 1,235 CVEs across 32 product families. E-Business Suite took 410 patches. Here's how to triage it.
CISA gave federal agencies until July 28 to fix an actively exploited AD FS zero-day. If you still run federated sign-on, this is your identity layer.
TSMC added $100B to its Arizona plan, taking total US commitment to $265B and up to 12 fabs. What a Phoenix chip cluster means for local businesses and AI pricing.
Progress ordered ShareFile customers to power off Storage Zone Controllers, then confirmed a path traversal zero-day. Patches shipped before the CVE did. Here's the lesson.
Moonshot halted new Kimi K3 subscriptions within 48 hours as demand maxed out its GPUs. The lesson: a hosted model you can't self-host is an availability risk.
TSMC's June revenue jumped 68% as AI chip demand set records. Nearly every AI model you use runs on one company's fabs — that's concentration risk you don't see.
TCS plans up to 8,900 forward-deployed AI engineers because demos don't ship themselves. The real cost of AI is stitching it into your systems.
Microsoft's CEO warns enterprises they pay for AI twice — once in tokens, once in the proprietary knowledge they hand model vendors. Here's the operator fix.
Meta's Louisiana Hyperion data center nearly doubled to $50B and 5GW. That vendor capex doesn't vanish — it lands in the AI subscription you pay.
Reuters found Meta's Content Seal detector failed on 55% of its own AI images after cropping. Don't build brand trust on fragile AI provenance.
A survey found AI workloads now eat up to half of observability spend. Before you push agents to production, budget the monitoring layer.
Meta launched a feature that generated AI images of Instagram users without opt-in, then killed it in days after SAG-AFTRA pushback. The lesson: don't build on features that live a week.
Meta is spending $10B on a 1GW Alberta data center and plans to rent idle GPUs like empty airline seats. What a compute-rental market means for your bill.
A Pangram study found 41% of LinkedIn long-form posts are AI-generated. When machine text is the baseline, an operator's real voice is a moat.
The Federal Reserve named a task force, co-led by Marc Andreessen, to study AI's effect on productivity and jobs. Why you shouldn't wait for the macro answer.
OpenAI's deployment arm acquired Northslope to embed forward-deployed engineers inside enterprises. The model's clear — and it's priced above your business.
Mercor is raising at a $20B valuation on a $2B revenue run-rate. Here's how to read AI vendor numbers before you bet your stack on them.
Anthropic's new Claude Reflect dashboard shows how deep your AI habit runs — and it's also a retention tool. Own that metric instead of renting it.
Apple sued OpenAI for trade-secret theft on July 10. The partners behind ChatGPT-in-Siri are now adversaries — a reminder to own the glue between your vendors.
Hotel software unicorn Mews laid off 15% of staff to become an 'AI-native' service provider. When your vendor moves up the stack, so does your risk.
A court fight over 78M ChatGPT conversations shows AI prompts are retained and discoverable. What operators should route off shared endpoints — and where.
A CVSS 9.8 PeopleSoft flaw was exploited two weeks before Oracle's patch existed. When the exploit predates the fix, patch cadence alone won't save you.
Thrive Holdings raised ~$2B, backed by OpenAI, to roll up accounting and IT services firms and install AI in their workflows. What it means if you run a small services business.
LinqAlpha raised $22M to turn investors' own research into AI agents. The lesson for any small firm: your proprietary corpus is the moat, not the model.
A CVSS 9.8 flaw in Oracle Payments was patched in May, then attacked in late June — before any public exploit. The lesson: patch latency is the risk.
Higharc raised $95M for AI built only for homebuilders. The lesson: AI that knows one workflow cold beats a generic chatbot bolted onto everything.
Microsoft tagged SharePoint's CVE-2026-45659 'exploitation less likely.' CISA confirmed active exploitation and gave agencies 3 days. Here's the lesson.
Anthropic signed a 20-year, $19B, 401MW data-center lease. Here's why 'cheaper model' headlines won't shrink your AI bill — and what to do instead.
Microsoft cut 4,800 jobs and Oracle 21,000, both pointing at AI. The operator's read: AI automates tasks, not roles — and 'AI' is doing PR work.
Almost 90 startups hit unicorn status in H1 2026, most of them AI. Here's how to vet a pre-profit vendor before you build your business on it.
New York's synthetic performer disclosure law is in effect: if your ad uses an AI-generated actor, you must label it or face $1,000+ fines. What operators need to do.
OpenAI limited GPT-5.6 to a handful of vetted partners at the US government's request. What frontier-model access friction means for your AI roadmap.
Cyera raised $600M at a $12B valuation to map enterprise data for the AI era. The operator lesson: you can't safely point AI at data you can't see.
OpenAI reportedly pitched giving Washington a 5% equity stake. When your AI vendor is negotiating ownership with the government, that's a dependency you don't control.
Microsoft's new Frontier Company will embed 6,000 engineers inside enterprise clients. Here's what the forward-deployed model means — and why small businesses need the opposite.
Blackstone committed $30B to Japan AI data centers; Crusoe is reportedly raising at a $30B valuation. What all this capex means for what you pay for compute.
The build log for the AI receptionist that answers every call across a client's three retail stores — architecture, latency lessons, and the gotchas that ate our weekend.
Why we're starting another tech blog when the internet clearly has enough of them — and what you'll actually get out of reading this one.